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  Article JEL codes Article data Article program code Article methods and estimation Article software used
"No Hatred or Malice, Fear or Affection": Media and Sentencing (JPE 2018) - - - -
A Black Swan in the Money Market (AEJ:MA 2009) 1 - accessible on journal website 1 - accessible on journal website AR(1) Regression
Ordinary least squares (OLS)
EViews
A Comment on the Economics of Labor Adjustment: Mind the Gap: Evidence from a Monte Carlo Experiment: Reply (AER 2009) 1 - accessible on journal website 1 - accessible on journal website Autoregressive model (AR) MATLAB
A New Measure of Monetary Shocks: Derivation and Implications (AER 2004) 0 - not available online 0 - not available online Vector autoregression (VAR) unknown
A New Normal for Interest Rates? Evidence from Inflation-Indexed Debt (REStat forthcoming) 2 - available online elsewhere than on journal website 2 - available online elsewhere than on journal website - R
A Pitfall with Estimated DSGE-Based Government Spending Multipliers (AEJ:MA 2013) 1 - accessible on journal website 1 - accessible on journal website Log linearized Model
Autoregressive model (AR)
Ordinary least squares (OLS)
MATLAB
A Theory of Countercyclical Government Multiplier (AEJ:MA 2014) 1 - accessible on journal website 1 - accessible on journal website - Dynare
MATLAB
A Theory of Demand Shocks (AER 2009) 1 - accessible on journal website 1 - accessible on journal website Vector autoregression (VAR) MATLAB
RATS
A replication of ‘Education and catch-up in the Industrial Revolution’ (American Economic Journal: Macroeconomics, 2011) (Economics e-journal 2018) 1 - accessible on journal website 1 - accessible on journal website Instrumental variable (IV) Stata
A structural model of US aggregate job flows (JAE 2002) 1 - accessible on journal website 1 - accessible on journal website - MATLAB
Accounting for Crises (AEJ:MA 2014) 1 - accessible on journal website 1 - accessible on journal website - Stata
Accounting for the Rise in Consumer Bankruptcies (AEJ:MA 2010) 1 - accessible on journal website 1 - accessible on journal website heterogeneous agent life-cycle model Fortran
90
Adaptation to Climate Change: Evidence from US Agriculture (AEJ:EP 2016 ) 1 - accessible on journal website 1 - accessible on journal website Ordinary least squares (OLS)
Fixed effects (FE)
Clustering
Bootstrap
Stata
R
Affiliation and Entry in First-Price Auctions with Heterogeneous Bidders: An Analysis of Merger Effects. (AEJ:MI 2015) 1 - accessible on journal website 1 - accessible on journal website two-stage game-theoretic model
Probit
simulation based indirect inference method
MATLAB
Fortran
Aggregate Implications of Lumpy Investment: New Evidence and a DSGE Model (AEJ:MA 2013) 1 - accessible on journal website 1 - accessible on journal website Autoregressive model (AR)
Ordinary least squares (OLS)
Akaike information criterion (AIC)
MATLAB
Aggregate and Idiosyncratic Risk in a Frictional Labor Market (AER 2011) 1 - accessible on journal website 1 - accessible on journal website regression MATLAB
Mathematica
Aid effectiveness on growth: A meta study (EJPE 2008) - - - -
Americans Do IT Better: US Multinationals and the Productivity Miracle (AER 2012) 1 - accessible on journal website 1 - accessible on journal website robust estimation
Olley-Pakes estimation
Clustering
System
Generalized method of moments (GMM)
Fixed effects (FE)
Ordinary least squares (OLS)
Stata
An Empirical Analysis of Racial Differences in Police Use of Force (JPE 2019) - - Logit
Clustering
Fixed effects (FE)
-
An Experimental Component Index for the CPI: From Annual Computer Data to Monthly Data on Other Goods (AER 2011) 1 - accessible on journal website 1 - accessible on journal website Matching
Ordinary least squares (OLS)
MATLAB
An empirical study of observational learning (RAND 2016) 0 - not available online 0 - not available online Ordinary least squares (OLS)
Fixed effects (FE)
-
Are Americans Saving “Optimally” for Retirement? (JPE 2006) 0 - not available online 0 - not available online - -
Are Banks Really Special? New Evidence from the FDIC-Induced Failure of Healthy Banks (AER 2005) 1 - accessible on journal website 1 - accessible on journal website log-log model
Ordinary least squares (OLS)
Stata
8.2
Are Government Spending Multipliers Greater during Periods of Slack? Evidence from Twentieth-Century Historical Data (AER 2013) 1 - accessible on journal website 1 - accessible on journal website Descriptive statistics MATLAB
Are Ideas Getting Harder to Find? (AER forthcoming) - 2 - available online elsewhere than on journal website Hodrick-Prescott filter MATLAB
Are Long-Run Inflation Expectations Anchored More Firmly in the Euro Area Than in the United States? (AEJ:MA 2011) 1 - accessible on journal website 1 - accessible on journal website imperfect- knowledge model MATLAB
Are Technology Improvements Contractionary? (AER 2006) 1 - accessible on journal website 1 - accessible on journal website production function
Generalized method of moments (GMM)
Ordinary least squares (OLS)
TSP
RATS
MATLAB
Are structural VARs with long-run restrictions useful in developing business cycle theory? (JME 2008) 2 - available online elsewhere than on journal website 2 - available online elsewhere than on journal website - -
Are the Effects of Monetary Policy Shocks Big or Small? (AEJ:MA 2012) 1 - accessible on journal website 1 - accessible on journal website F-test
Generalized autoregressive conditional heteroskedasticity (GARCH)
MATLAB
EViews
Assessing the temporal variation of macroeconomic forecasts by a panel of changing composition (JAE 2011) 1 - accessible on journal website 0 - not available online - -
Asymmetric impact of uncertainty in recessions: are emerging countries more vulnerable? (Studies in Nonlinear Dynamics & Econometrics 2019) 1 - accessible on journal website 1 - accessible on journal website Impulse Response Functions
Vector autoregression (VAR)
MATLAB
Attack When the World Is Not Watching? US News and the Israeli-Palestinian Conflict (JPE 2018) - - - -
Bank Integration and Transmission of Financial Shocks: Evidence from Japan (AEJ:MA 2011) 1 - accessible on journal website 1 - accessible on journal website Instrumental variable (IV)
Ordinary least squares (OLS)
Stata
Behind the GATE Experiment: Evidence on Effects of and Rationales for Subsidized Entrepreneurship Training (AEJ:EP 2015) 1 - accessible on journal website 1 - accessible on journal website - SAS
Blunt Instruments: Avoiding Common Pitfalls in Identifying the Causes of Economic Growth (AEJ:MA 2013) 1 - accessible on journal website 1 - accessible on journal website Monte Carlo
Instrumental variable (IV)
Ordinary least squares (OLS)
Fixed effects (FE)
Generalized method of moments (GMM)
Clustering
Stata
version 11
Bond Risk Premia (AER 2005) 1 - accessible on journal website 1 - accessible on journal website bond return regression
multiple lag regressions
MATLAB
Bride Price and Female Education (JPE forthcoming) - - - -
Business Volatility, Job Destruction, and Unemployment (AEJ:MA 2010) 1 - accessible on journal website 1 - accessible on journal website Ordinary least squares (OLS) SAS
Stata
8
CONDI: A Cost-of-Nominal-Distortions Index (AEJ:MA 2011) 1 - accessible on journal website 1 - accessible on journal website Dynamic stochastic general equilibrium (DSGE) MATLAB
Excel
Can News about the Future Drive the Business Cycle? (AER 2009) 1 - accessible on journal website 1 - accessible on journal website complicated model
elasticities
Dynare
Can Sticky Price Models Generate Volatile and Persistent Real Exchange Rates? (REStud 2002) - - - -
Can Tax Rebates Stimulate Consumption Spending in a Life-Cycle Model? (AEJ:MA 2014) 1 - accessible on journal website 1 - accessible on journal website - Stata
Fortran
Can a Representative-Agent Model Represent a Heterogeneous-Agent Economy (AEJ:MA 2009) 1 - accessible on journal website 1 - accessible on journal website Benchmark model
Generalized method of moments (GMM)
Fortran
EViews
Can inflation expectations be measured using commodity futures prices? (Structural Change & Economic Dynamics 2018) - - - -
Capital Controls with International Reserve Accumulation: Can This Be Optimal? (AEJ:MA 2013) 1 - accessible on journal website 1 - accessible on journal website - MATLAB
Dynare
Excel
Capital Market Integration and Wages (AEJ:MA 2012) 1 - accessible on journal website 1 - accessible on journal website Ordinary least squares (OLS) Stata
Capital accumulation and growth: a new look at the empirical evidence (JAE 2010) 1 - accessible on journal website 1 - accessible on journal website Augmented Dickey-Fuller test (ADF) Stata
RATS
Capital is back: Wealth-income ratios in rich countries, 1700-2010 (QJE 2014) 2 - available online elsewhere than on journal website 2 - available online elsewhere than on journal website - Excel
Capital-Skill Complementarity and the Skill Premium in a Quantitative Model of Trade (AEJ:MA 2013) 1 - accessible on journal website 1 - accessible on journal website - MATLAB
Career and Family Decisions: Cohorts Born 1935–1975 (ECTA 2019) 1 - accessible on journal website 1 - accessible on journal website - gcc
7.3.1
C++
11
Stata
Cash for Corollas: When Stimulus Reduces Spending (American Economic Journal: Applied Economics 2017) 0 - not available online 1 - accessible on journal website Regression discontinuity design (RDD) R
Caste as an Impediment to Trade (American Economic Journal: Applied Economics 2011) 1 - accessible on journal website 1 - accessible on journal website Clustering
Instrumental variable (IV)
Ordinary least squares (OLS)
Stata
Central Bank Independence, Political Regimes, and the Sacrifice Ratio: A Replication Study of Caporale and Caporale (2008) (JMCB 2011) - - - -
Central bank independence and inflation: good news and bad news (EL 1998) 1 - accessible on journal website 0 - not available online cross-country regression and panel-data regression
Check in the Mail or More in the Paycheck: Does the Effectiveness of Fiscal Stimulus Depend on How It Is Delivered? (AEJ:EP 2012) 1 - accessible on journal website 1 - accessible on journal website pooled regression
Probit
Ordinary least squares (OLS)
Stata
Combining forecast densities from VARs with uncertain instabilities (JAE 2010) - - - -
Comparing Cross-Country Estimates of Lorenz Curves Using a Dirichlet Distribution Across Estimators and Datasets (JAE 2018) 1 - accessible on journal website 0 - not available online - -
Comparing smooth transition and Markov switching autoregressive models of US unemployment (JAE 2008) 1 - accessible on journal website 0 - not available online Autoregressive model (AR)
Markov chain Monte Carlo (MCMC)
Kernel density
Maximum likelihood (ML)
EViews
5.1
Comparisons of Weekly Hours over the Past Century and the Importance of Work-Sharing Policies in the 1930s (AER 2013) 1 - accessible on journal website 1 - accessible on journal website - Stata
Competition and Innovation: an Inverted-U Relationship (QJE 2005) - - - -
Competition in Treasury Auctions (AEJ:MI 2019) 0 - not available online 1 - accessible on journal website - Stata
MATLAB
Computation and analysis of multiple structural change models (JAE 2003) - - - -
Confucianism and the East Asian Miracle (AEJ:MA 2010) 1 - accessible on journal website 1 - accessible on journal website - EViews
Mathematica
AREMOS
Constitutional Rules and Fiscal Policy Outcomes (AER 2004) 1 - accessible on journal website 1 - accessible on journal website Probit
Instrumental variable (IV)
Ordinary least squares (OLS)
Stata
7
Consumer Spending and the Economic Stimulus Payments of 2008 (AER 2013) 1 - accessible on journal website 1 - accessible on journal website - Stata
Consumption Inequality and Partial Insurance (AER 2008) 1 - accessible on journal website 1 - accessible on journal website Instrumental variable (IV) Stata
GAUSS
Consumption Risk and the Cross Section of Expected Returns (JPE 2005) 0 - not available online 0 - not available online - -
Consumption Volatility, Marketization, and Expenditure in an Emerging Market Economy (AEJ:MA 2015) 1 - accessible on journal website 1 - accessible on journal website - Stata
Excel
Consumption, Income Changes, and Heterogeneity: Evidence from Two Fiscal Stimulus Programs (AEJ:MA 2014) 1 - accessible on journal website 1 - accessible on journal website - MATLAB
R
SAS
Conventional and Unconventional Monetary Policy with Endogenous Collateral Constraints (AEJ:MA 2015) 0 - not available online 1 - accessible on journal website - Fortran
ALGENCAN
Corrigendum: Measuring the Output Responses to Fiscal Policy (AEJ:EP 2013)
Corruption and Elections: An Empirical Study for a Cross-section of Countries (E&P 2009) 2 - available online elsewhere than on journal website 0 - not available online - -
Crash and Wait? The Impact of the Great Recession on the Retirement Plans of Older Americans (AER 2011) 1 - accessible on journal website 1 - accessible on journal website Tobit Stata
Credit Booms Gone Bust: Monetary Policy, Leverage Cycles and Financial Crises, 1870-2008 (AER 2012) 1 - accessible on journal website 1 - accessible on journal website Logit
Ordinary least squares (OLS)
Stata
Credit Booms Gone Bust: Replication of Schularick and Taylor (AER 2012) (JAE 2017) - - - -
Credit Constraints and Self-Fulfilling Business Cycles (AEJ:MA 2014) 0 - not available online 0 - not available online - MATLAB
Credit Risk and Disaster Risk (AEJ:MA 2013) 1 - accessible on journal website 1 - accessible on journal website - MATLAB
Credit Spreads and Business Cycle Fluctuations (AER 2012) 1 - accessible on journal website 1 - accessible on journal website Clustering
Bootstrap
Ordinary least squares (OLS)
Mathematica
Stata
Credit Supply and Monetary Policy: Identifying the Bank Balance-Sheet Channel with Loan Applications (AER 2012) 0 - not available online 1 - accessible on journal website - Stata
Crises and Recoveries in an Empirical Model of Consumption Disasters (AEJ:MA 2013) 1 - accessible on journal website 1 - accessible on journal website Bayesian estimation
Markov chain Monte Carlo (MCMC)
R
Stata
WinBUGS
Cross-Country Evidence on the Link Between Volatility and Growth (AER 1995) - - - -
Dating and forecasting turning points by Bayesian clustering with dynamic structure: a suggestion with an application to Austrian data (JAE 2010) - - - -
Debt and the Response to Household Income Shocks: Validation and Application of Linked Financial Account Data (JPE 2018) - - - -
Default Risk and Income Fluctuations in Emerging Economies (AER 2008) 1 - accessible on journal website 1 - accessible on journal website - Fortran
Defense Spending Promotes Aggregate Output in the United States--Evidence from Cointegration Analysis (D&PE 2002) - - Augmented Dickey-Fuller test (ADF) -
Delinking Land Rights from Land Use: Certification and Migration in Mexico (AER 2015) 1 - accessible on journal website 1 - accessible on journal website - Stata
13
Democracy and Development: The Devil in the Details (AER 2006) 0 - not available online 0 - not available online Difference in differences (DID)
Fixed effects (FE)
-
Democracy and Reforms: Evidence from a New Dataset (AEJ:MA 2013) 1 - accessible on journal website 1 - accessible on journal website Ordinary least squares (OLS) Stata
Demographic Patterns and Household Saving in China (AEJ:MA 2015) 2 - available online elsewhere than on journal website 1 - accessible on journal website Ordinary least squares (OLS) MATLAB
Stata
Demographics and Industry Returns (AER 2007) 1 - accessible on journal website 1 - accessible on journal website - Stata
MATLAB
Detecting Illegal Arms Trade (AEJ:EP 2010) 1 - accessible on journal website 1 - accessible on journal website Probit
Ordinary least squares (OLS)
Stata
Determinants of Redistributive Politics: An Empirical Analysis of Land Reforms in West Bengal, India (AER 2010) 1 - accessible on journal website 1 - accessible on journal website - MATLAB
Development Accounting (AEJ:MA 2010) 0 - not available online 1 - accessible on journal website No empirical work Excel
Did Household Consumption Become More Volatile? (AER 2011) 1 - accessible on journal website 1 - accessible on journal website clustered SE
robust SE
Ordinary least squares (OLS)
Stata
Did Inequality Cause The U.S. Financial Crisis? (J Econ Surveys 2014) 0 - not available online 0 - not available online - -
Digitalization, Multinationals and Employment: An Empirical Analysis of Their Causal Relationships (JbNSt 2019) 1 - accessible on journal website 1 - accessible on journal website - -
Disaster Risk and Business Cycles (AER 2012) 1 - accessible on journal website 1 - accessible on journal website - MATLAB
Discretionary Tax Changes and the Macroeconomy: New Narrative Evidence from the United Kingdom (AER 2013) 1 - accessible on journal website 1 - accessible on journal website simple infinite distributed lag model
Ordered probit
MATLAB
Disentangling the Effects of a Banking Crisis: Evidence from German Firms and Counties (AER 2018) 0 - not available online 1 - accessible on journal website Instrumental variable (IV)
Ordinary least squares (OLS)
Fixed effects (FE)
Clustering
Stata
13
Distributional National Accounts: Methods and Estimates for the United States (QJE 2018) 2 - available online elsewhere than on journal website 2 - available online elsewhere than on journal website - Excel
Do Banks Pass through Credit Expansions to Consumers Who want to Borrow? (QJE 2018) 0 - not available online 2 - available online elsewhere than on journal website - Stata
Do Expectations Matter? The Great Moderation Revisited (AEJ:MA 2010) 1 - accessible on journal website 1 - accessible on journal website TVC-VAR
Vector autoregression (VAR)
RATS
MATLAB
Do IMF and World Bank Programs Induce Government Crises? An Empirical Analysis (International Organization 2012) - - - -
Do Labor Market Rigidities Have Microeconomic Effects? Evidence from within the Firm (American Economic Journal: Applied Economics 2009) 0 - not available online 1 - accessible on journal website Log-Log Model
interaction terms
Fixed effects (FE)
Stata
9.2
Do Matching Frictions Explain Unemployment? Not in Bad Times (AER 2012) 1 - accessible on journal website 1 - accessible on journal website - MATLAB
Do Output Contractions Trigger Democratic Change? (AEJ:MA 2010) 1 - accessible on journal website 1 - accessible on journal website Linear probability model (LPM)
Instrumental variable (IV)
Ordinary least squares (OLS)
Stata
Do Powerful Politicians Cause Corporate Downsizing? (JPE 2011) - 0 - not available online - -
Do Powerful Politicians Really Cause Corporate Downsizing? (JPE 2017) - - Clustering -
Do Rural Banks Matter? Evidence from the Indian Social Banking Experiment (AER 2005) 1 - accessible on journal website 1 - accessible on journal website linear trend break model Stata
Do Technological Improvements in the Manufacturing Sector Raise or Lower Employment? (AER 2006) 2 - available online elsewhere than on journal website 1 - accessible on journal website Three-stage least squares (3SLS)
Vector autoregression (VAR)
Instrumental variable (Instrumental variable (IV))
Stata
MATLAB
Do Television and Radio Destroy Social Capital? Evidence from Indonesian Villages (American Economic Journal: Applied Economics 2009) 1 - accessible on journal website 1 - accessible on journal website Clustering
Fixed effects (FE)
Ordinary least squares (OLS)
Stata
9.2
Do Women Give Up Competing More Easily? Evidence from the Lab and the Dutch Math Olympiad (American Economic Journal: Applied Economics 2019) 1 - accessible on journal website 1 - accessible on journal website - Stata
Do the Rich Save More? (JPE 2004) - - - -
Does Austerity Pay Off? (REStat forthcoming) 0 - not available online 2 - available online elsewhere than on journal website - MATLAB
2017b
including Econometrics Toolbox
Does High Public Debt Consistently Stifle Economic Growth? A Critique of Reinhart and Rogoff (CambJE 2014) - 0 - not available online non-parametric estimation -
Does Income Inequality Lead to Consumption Inequality? Evidence and Theory (REStud 2006) - - - -
Does Money Illusion Matter? (AER 2001) 0 - not available online 0 - not available online experiment -
Does Money Illusion Matter? Comment (AER 2014) 1 - accessible on journal website 1 - accessible on journal website experiment Stata
11
Does Reality TV Induce Real Effects? On the Questionable Association betweeen 16 and Pregnant and Teenage Childbearing (IZA 2016) - - Instrumental variable (IV)
Placebo tests
Clustering
Fixed effects (FE)
-
Does Transparency Lead to Pay Compression? (JPE 2017) - - - -
Does extracting inflation from stock returns solve the purchasing power parity puzzle? (Emp Econ 2012) 0 - not available online 0 - not available online Phillips–Perron (PP) test
cross-sectionally augmented DF (CADF) regression
augmented
Dickey-Fuller test
Generalized least squares (GLS)
Ordinary least squares (OLS)
-
Does redistribution increase output? The centrality of labor supply (Quantitative Economics 2017) 1 - accessible on journal website 1 - accessible on journal website - Julia
0.4.6
Does the Media Matter? A Field Experiment Measuring the Effect of Newspapers on Voting Behavior and Political Opinions (American Economic Journal: Applied Economics 2009) 1 - accessible on journal website 1 - accessible on journal website chi-squared tests of independence between treatments for each baseline variable
Probit
Ordered probit
Fixed effects (FE)
Ordinary least squares (OLS)
Stata
Does unconventional monetary policy affect inequality? Evidence from Japan (AE 2014) 1 - accessible on journal website - - -
Domestic Institutions and the Bypass Effect of Financial Globalization (AEJ:EP 2010) 1 - accessible on journal website 1 - accessible on journal website Ordinary least squares (OLS) SAS
Downward Nominal Wage Rigidity, Currency Pegs, and Involuntary Unemployment (JPE 2016) 1 - accessible on journal website 1 - accessible on journal website Ordinary least squares (OLS)
Autoregressive model (AR)
MATLAB
Downward Nominal and Real Wage Rigidity: Survey Evidence from European Firms (Scand J Econ 2010) - - - -
Drought and Civil War In Sub-Saharan Africa (EJ 2014) 0 - not available online 0 - not available online [[Linear probability model (LPM)]]
[[Difference in differences (DID)]]
[[Fixed effects (FE)]]
[[Clustering]]
Durable Consumption and Asset Management with Transaction and Observation Costs (AER 2012) 1 - accessible on journal website 1 - accessible on journal website - MATLAB
Stata
Dynamic treatment effect analysis of TV effects on child cognitive development (JAE 2010) 1 - accessible on journal website 0 - not available online - Stata
Early Childhood Education by Television: Lessons from Sesame Street (American Economic Journal: Applied Economics 2019) - 1 - accessible on journal website Fixed effects (FE)
Bootstrap
Clustering
Stata
Economic Shocks and Civil Conflict: A Comment (American Economic Journal: Applied Economics 2011) 1 - accessible on journal website 1 - accessible on journal website [[Ordinary least squares (OLS)]]
[[Instrumental variable (IV)]]
Stata
Effects of Fiscal Stimulus in Structural Models (AEJ:MA 2012) - 1 - accessible on journal website - FAME
Eviews
Dynare
4.04
Matlab
7.7 and R2008b
TROLL
2.41
Effects of Mergers in Two-Sided Markets: The US Radio Industry (AEJ:MI 2014) 1 - accessible on journal website 1 - accessible on journal website Generalized method of moments (GMM)
Ordinary least squares (OLS)
Two-stage least squares (2SLS)
Random effects (RE)
Logit
MATLAB
C
Effects of Terms of Trade Gains and Tariff Changes on the Measurement of US Productivity Growth (AEJ:EP 2013) 1 - accessible on journal website 1 - accessible on journal website Ordinary least squares (OLS) Stata
Efficient Risk Sharing with Limited Commitment and Storage (REStud 2018) - - - -
Elite Colleges and Upward Mobility to Top Jobs and Top Incomes (AER 2019) 0 - not available online 1 - accessible on journal website Regression discontinuity design (RDD) Stata
Emergence of Asia: Reforms, Corporate Savings, and Global Imbalances (IMF Economic Review 2016) 1 - accessible on journal website 1 - accessible on journal website Fixed effects (FE)
Clustering
Stata
Empirical Evidence on the Aggregate Effects of Anticipated and Unanticipated US Tax Policy Shocks (AEJ:EP 2012) 1 - accessible on journal website - Probit
Vector autoregression (VAR)
Ordinary least squares (OLS)
Excel
Employment Adjustment and Part-Time Work: Lessons from the United States and the United Kingdom (AEJ:MA forthcoming) 0 - not available online 1 - accessible on journal website - Stata
12
Employment Hysteresis from the Great Recession (JPE 2019) - - - -
Endogenous Disasters (AER 2018) 1 - accessible on journal website 1 - accessible on journal website - MATLAB
R2014a
CompEcon toolbox developed by Prof. Mario J. Miranda
can be downloaded at http://compeconworkshop.org/
Entrepreneurship, Frictions, and Wealth (JPE 2006) 0 - not available online 0 - not available online Life Cycle model
Probit
-
Equity markets and growth: Cross country evidence on timing and outcomes, 1980–1995 (J Banking & Finance 2000) - - Vector autoregression (VAR) -
Escaping the Great Recession (AER 2017) - - Markov switching
Vector autoregression (VAR)
Dynamic stochastic general equilibrium (DSGE)
MATLAB
GAUSS
Estate Taxation, Entrepreneurship, and Wealth (AER 2009) 1 - accessible on journal website 1 - accessible on journal website - Fortran
MATLAB
Estimating Models with Dispersed Information (AEJ:MA 2014) 1 - accessible on journal website 1 - accessible on journal website Vector autoregression (VAR)
Calvo Model
the Imperfect-common-knowledge model (ICKM)
GAUSS
Estimating Trade Elasticities: Demand Composition and the Trade Collapse of 2008-2009 (AEJ:MA 2013) 1 - accessible on journal website 1 - accessible on journal website Ordinary least squares (OLS) Stata
Excel
Estimating matching games with transfers (Quantitative Economics 2018) 0 - not available online 1 - accessible on journal website - MATLAB
Estimating the Impacts of Program Benefits: Using Instrumental Variables with Underreported and Imputed Data (REStat 2019) - - Ordinary least squares (OLS)
Two-stage least squares (2SLS)
Instrumental variable (IV)
Inverse propensity score weighting (IPW)
Probit
Clustering
-
Estimating the Market-Perceived Monetary Policy Rule (AEJ:MA 2011) 1 - accessible on journal website 1 - accessible on journal website HAC Standard errors
two-step nonlinear Generalized method of moments
Dynare
Evaluating Microfoundations for Aggregate Price Rigidities: Evidence from Matched Firm-Level Data on Product Prices and Unit Labour Costs (AER 2012) 0 - not available online 1 - accessible on journal website Clustering
Instrumental variable (IV)
Ordinary least squares (OLS)
Stata
Evaluating the Classification of Economic Activity into Recessions and Expansions (AEJ:MA 2011) 1 - accessible on journal website 1 - accessible on journal website Dynamic stochastic general equilibrium (DSGE)
Hidden Markov mixture model
Stata
Excel
Exogenous versus Endogenous Separation (AEJ:MA 2012) 1 - accessible on journal website 1 - accessible on journal website MP Model MATLAB
Expansionary Austerity: New International Evidence (IMF 2011) 0 - not available online 0 - not available online standard errors are calculated via Delta Method
Ordinary least squares (OLS)
-
Expectations, Learning, and Business Cycle Fluctuations (AER 2011) 1 - accessible on journal website 1 - accessible on journal website regression MATLAB
Expert Opinion and Compensation: Evidence from a Musical Competition (AER 2003) 0 - not available online 0 - not available online Instrumental variable (IV)
Ordinary least squares (OLS)
unknown
Exploiting Externalities to Estimate the Long-Term Effects of Early Childhood Deworming (American Economic Journal: Applied Economics 2018) 1 - accessible on journal website 1 - accessible on journal website - Stata
14.2
Expressive voting and its cost: Evidence from runoffs with two or three candidates (ECTA 2018) 1 - accessible on journal website 1 - accessible on journal website Instrumental variable (IV)
Regression discontinuity design (RDD)
Stata
Extracting a robust US business cycle using a time-varying multivariate model-based bandpass filter (JAE 2010) - - - -
FDI, income, and environmental pollution in Latin America: Replication and extension using panel quantiles regression analysis (Energy Economics forthcoming) - - - -
Factor Substitution and Factor-Augmenting Technical Progress in the United States: A Normalized Supply-Side System Approach (REStat 2007) - - - -
Factor analysis of permanent and transitory dynamics of the US economy and the stock market (JAE 2011) 0 - not available online 0 - not available online Unit root test
Times series
-
Federal Reserve Information and the Behavoir of Interest Rates (AER 2000) 0 - not available online 0 - not available online rationality test
non linear least squares
unknown
Female Labor Supply, Human Capital, and Welfare Reform (ECTA 2016) 0 - not available online 1 - accessible on journal website Difference in differences (DID)
Linear probability model (LPM)
Fortran
Stata
Financial Constraints and Inflated Home Prices during the Real Estate Boom (American Economic Journal: Applied Economics 2011) 0 - not available online 0 - not available online Ordinary least squares (OLS) -
Financial Contracts and the Political Economy of Investor Protection (AEJ:MA 2012) 1 - accessible on journal website 1 - accessible on journal website instrumental variable regression Fortran
Stata
MATLAB
Financial Liberalization, Debt Mismatch, Allocative Efficiency, and Growth (AEJ:MA 2016) 1 - accessible on journal website 0 - not available online - -
Financial Stability, the Trilemma, and International Reserves (AEJ:MA 2010) 1 - accessible on journal website 1 - accessible on journal website Davidson-MacKinnon test
in-sample and out-of-sample prediction
Clustering
Ordinary least squares (OLS)
Stata
Financialization and Neoliberalism and the Fall in the Labor Share: A Panel Data Econometric Analysis for the European Union Countries (Review of Radical Political Economics 2019) - - - -
Firm Heterogeneity and the Long-Run Effects of Dividend Tax Reform (AEJ:MA 2010) 1 - accessible on journal website 1 - accessible on journal website Regression
Sensitivity Analysis
MATLAB
Stata
Firm Leverage, Consumer Demand, and Employment Losses During the Great Recession (QJE 2017) - - - -
Fiscal Centralization: Theory and Evidence from the Great Depression (AEJ:EP 2018) 1 - accessible on journal website 1 - accessible on journal website Ordinary least squares (OLS)
Instrumental variable (IV)
Probit
Stata
Fiscal Policy Multipliers on Subnational Government Spending (AEJ:EP 2012) 1 - accessible on journal website 1 - accessible on journal website Instrumental variable (IV)
Ordinary least squares (OLS)
Stata
Fiscal Policy and Economic Recovery: The Case of the 1936 Veterans' Bonus (AER 2016) 2 - available online elsewhere than on journal website 1 - accessible on journal website - Stata
Fiscal Policy and MPC Heterogeneity (AEJ:MA 2014) 1 - accessible on journal website 1 - accessible on journal website - MATLAB
Excel
Fiscal Policy, Profits, and Investment (AER 2002) 0 - not available online 0 - not available online Vector autoregression (VAR)
Instrumental variable (IV)
Ordinary least squares (OLS)
-
Fiscal Spending Jobs Multipliers: Evidence from the 2009 American Recovery and Reinvestment Act (AEJ:EP 2012) 1 - accessible on journal website 1 - accessible on journal website Instrumental variable (IV)
Ordinary least squares (OLS)
Stata
Fiscal Stimulus and Consumer Debt (REStat forthcoming) 0 - not available online 1 - accessible on journal website - Stata
Fiscal Stimulus in a Monetary Union: Evidence from US Regions (AER 2014) 1 - accessible on journal website 1 - accessible on journal website - Stata
MATLAB
Excel
Fiscal Volatility Shocks and Economic Activity (AER 2015) 0 - not available online 1 - accessible on journal website Vector autoregression (VAR) MATLAB
12
Fleshing Out the Monetary Transmission Mechanism: Output, Composition and the Role of Financial Frictions (JMCB 2006) - - - -
Forces Shaping Hours Worked in the OECD, 1960-2004 (AEJ:MA 2011) 1 - accessible on journal website 1 - accessible on journal website simulation MATLAB
Forecast evaluation of small nested model sets (JAE 2010) - - - -
Forecasting of recessions via dynamic probit for time series: replication and extension of Kauppi and Saikkonen (2008) (Emp Econ forthcoming) - - - -
Forecasting the Real Price of Oil in a Changing World: A Forecast Combination Approach (J Business & Econ Statistics 2015) - - - -
From Financial Crash to Debt Crisis (AER 2011) 1 - accessible on journal website 1 - accessible on journal website robust SE
Logit
Ordinary least squares (OLS)
TSP
4.5 (Windows)
Geographic Dispersion of Economic Shocks: Evidence from the Fracking Revolution (AER 2017) 1 - accessible on journal website 1 - accessible on journal website - Stata
Getting Income Shares Right (JPE 2002) 0 - not available online 0 - not available online - -
Global Financial Crisis and Africa: Is the Impact Permanent or Transitory? Time Series Evidence from North Africa (AER 2011) - - - -
Global Savings and Global Investment: The Transmission of Identified Fiscal Shocks (AEJ:EP 2012) 1 - accessible on journal website 1 - accessible on journal website Instrumental variable (IV)
Ordinary least squares (OLS)
Stata
Government Advertising and Media Coverage of Corruption Scandals (American Economic Journal: Applied Economics 2011) 1 - accessible on journal website 1 - accessible on journal website Clustering
Newey-West standard errors
Ordinary least squares (OLS)
Stata
Government Spending Multipliers in Good Times and in Bad: Evidence from U.S. Historical Data (JPE 2018) - - Smooth Transition
Vector autoregression (VAR)
-
Great Expectations and the End of the Depression (AER 2008) 1 - accessible on journal website 1 - accessible on journal website Dynamic stochastic general equilibrium (DSGE) MATLAB
Group Size and Incentives to Contribute: A Natural Experiment at Chinese Wikipedia (AER 2011) 1 - accessible on journal website 1 - accessible on journal website Fixed effects (FE)
Ordinary least squares (OLS)
Difference in differences (DID)
Stata
Growing Like China (AER 2011) 1 - accessible on journal website 1 - accessible on journal website robust estimation
gini
Clustering
Ordinary least squares (OLS)
Stata
MATLAB
Growth Accounting with Misallocation: Or, Doing Less with More in Singapore (AEJ:MA 2011) 1 - accessible on journal website 1 - accessible on journal website Instrumental variable Excel
Growth Dynamics: The Myth of Economic Recovery (AER 2008) 1 - accessible on journal website 1 - accessible on journal website Probit
Fixed effects (FE)
Excel
Growth Dynamics: The Myth of Economic Recovery: Comment (AER 2012) 1 - accessible on journal website 1 - accessible on journal website Monte Carlo Stata
Excel
Growth and Capital Flows with Risky Entrepreneurship (AEJ:MA 2014) 1 - accessible on journal website 1 - accessible on journal website - Mathematica
Growth effects of government expenditure and taxation in rich countries (EER 2001) - - Ordinary least squares (OLS)
Two-stage least squares (2SLS)
Instrumental variable (IV)
Extreme bounds analysis
-
Growth effects of government expenditure and taxation in rich countries: A comment (EER 2006) - - Instrumental variable (IV)
Two-stage least squares (2SLS)
-
Growth in a Time of Debt (AER 2010) 0 - not available online 0 - not available online correlation Excel
Growth-Rate and Uncertainty Shocks in Consumption: Cross-Country Evidence (AEJ:MA 2017) 1 - accessible on journal website 1 - accessible on journal website Markov chain Monte Carlo (MCMC) R
JAGS
Stata
Hazards of Expropriation: Tenure Insecurity and Investment in Rural China (AER 2002) 0 - not available online 0 - not available online village
Tobit
Random effects (RE)
Fixed effects (FE)
-
Heterogeneity and Aggregation: Implications for Labor-Market Fluctuations (AER 2007) 1 - accessible on journal website 1 - accessible on journal website - MATLAB
Fortran
Heterogeneity and Aggregation: Implications for Labor-Market Fluctuations: Comment (AER 2014) 1 - accessible on journal website 1 - accessible on journal website - MATLAB
Fortran
Heterogeneity in Intra-monthly Consumption Patterns, Self-Control, and Savings at Retirement (AEJ:EP 2009) 1 - accessible on journal website 1 - accessible on journal website Ordinary least squares (OLS) Stata
Home Equity Lending and Retail Spending: Evidence from a Natural Experiment in Texas (AEJ:MA 2012) 1 - accessible on journal website 1 - accessible on journal website Ordinary least squares Stata
House Prices, Borrowing Constraints, and Monetary Policy in the Business Cycle (AER 2005) 1 - accessible on journal website 1 - accessible on journal website monetary business cycle model MATLAB
7
R
14
RATS
5.04
Household Expenditure and Income Tax Rebates of 2001 (AER 2006) 1 - accessible on journal website 1 - accessible on journal website Two-stage least squares (2SLS)
Ordinary least squares (OLS)
Stata
8/9
Housing Booms and Busts, Labor Market Opportunities, and College Attendance (AER 2018) 0 - not available online 1 - accessible on journal website - Stata
Housing Constraints and Spatial Misallocation (AEJ:MA 2019) 1 - accessible on journal website 1 - accessible on journal website - Stata
Housing Market Spillovers: Evidence from an Estimated DSGE Model (AEJ:MA 2010) 1 - accessible on journal website 1 - accessible on journal website - MATLAB
Dynare
How Credible Is the Federal Reserve? A Structural Estimation of Policy Re-optimizations (AEJ:MA 2016) - - - MATLAB
How Destructive is Innovation? (ECTA 2019) 0 - not available online 1 - accessible on journal website - SAS
Stata
How Do 401(k)s Affect Saving? Evidence from Changes in 401(k) Eligibility (AEJ:EP 2011) 1 - accessible on journal website 1 - accessible on journal website Ordinary least squares (OLS) Stata
How Do Budget Deficits and Economic Growth Affect Reelection Prospects? Evidence from a Large Panel of Countries (AER 2008) 1 - accessible on journal website 1 - accessible on journal website Logit Stata
How Do Hours Worked Vary with Income? Cross-Country Evidence and Implications (AER 2018) - - - -
How Do Individuals Repay Their Debt? The Balance-Matching Heuristic (AER 2019) 0 - not available online 1 - accessible on journal website - Stata
R
How Does Household Income Affect Child Personality Traits and Behaviors? (AER 2018) 0 - not available online 1 - accessible on journal website Fixed effects (FE)
Clustering
Stata
How Does the US Government Finance Fiscal Shocks? (AEJ:MA 2012) 1 - accessible on journal website 1 - accessible on journal website vector autoregression model MATLAB
How Frequent Are Small Price Changes? (AEJ:MA 2014) 0 - not available online 1 - accessible on journal website - Stata
SAS
How Important Is Technology Capital for the United States? (AEJ:MA 2012) 1 - accessible on journal website 1 - accessible on journal website multi-country estimation MATLAB
How Much Consumption Insurance beyond Self-Insurance? (AEJ:MA 2010) 1 - accessible on journal website 1 - accessible on journal website Autoregressive model(1)
Autoregressive integrated moving average (ARIMA)
Stata
MATLAB
Fortran
How Well Does the U.S. Social Insurance System Provide Social Insurance? (JPE 2010) 1 - accessible on journal website 1 - accessible on journal website piecewise-linear functions for the full model & the class of increasing step functions for the permanent shock model Fortran
Intel Visual compiler 11.1
How important are fixed effects and time trends in estimating returns to schooling? Evidence from a replication of Jacobson, Lalonde, and Sullivan, 2005 (JAE 2018) 0 - not available online 1 - accessible on journal website Fixed effects (FE) Stata
Identification of and Correction for Publication Bias (AER 2019) 1 - accessible on journal website 1 - accessible on journal website Generalized method of moments (GMM)
Difference in differences (DID)
Logit
Clustering
MATLAB
Identifying the Effects of Bank Failures from a Natural Experiment in Mississippi during the Great Depression (AEJ:MA 2013) 1 - accessible on journal website 1 - accessible on journal website Ordinary least squares (OLS) Stata
Identifying the Elasticity of Substitution with Biased Technical Change (AER 2010) 1 - accessible on journal website 1 - accessible on journal website - GAUSS
Impacts of Rural Road on Household Welfare in Vietnam: Evidence from a Replication Study (Economics e-journal 2016) - - Propensity score matching
Logit
Stata
Importing Skill-Biased Technology (AEJ:MA 2013) 1 - accessible on journal website 1 - accessible on journal website - MATLAB
Importing Technology (JME 2004) 0 - not available online 0 - not available online Pseudo-maximum likelihood (PML)
Ordinary least squares (OLS)
-
Income and democracy: Revisiting the evidence (EL 2012) - - Fixed effects (FE)
Generalized method of moments (GMM)
-
Industry Dynamics of Offshoring: The Case of Hard Disk Drives (AEJ:MI 2018) 1 - accessible on journal website 1 - accessible on journal website Ordinary least squares (OLS)
Instrumental variable (IV)
Stata
MATLAB
Industry Evidence on the Effects of Government Spending (AEJ:MA 2011) 1 - accessible on journal website 1 - accessible on journal website Instrumental variable (IV)
Fixed effects (FE)
Ordinary least squares (OLS)
Stata
Industry effects of oil price shocks: A re-examination (Energy Economics forthcoming) - - - -
Inequality Among World Citizens: 1820 - 1992 (AER 2002) 0 - not available online 0 - not available online Gaussian Kernel estimates unknown
Inflation Expectations and Readiness to Spend: Cross-Sectional Evidence (AEJ:EP 2015) 1 - accessible on journal website 1 - accessible on journal website Ordered probit
Hodrick-Prescott filter
Fixed effects (FE)
Stata
MATLAB
Excel
Inflation Forecasts’ Performance in Latin America (Review of Development Finance 2017) - - - -
Inflation Is Always and Everywhere a Monetary Phenomenon: Richmond vs. Houston in 1864 (AER 2001) 0 - not available online 0 - not available online Maximum Likelihood
Lagrange multiplier (LM)
unknown
Inflation and Broadband Revisited: Evidence from an OECD Panel. A replication study of Yi and Choi (Journal of Policy Modeling, 2005) (Int J Re-Views in Emp Econ 2018) 1 - accessible on journal website 1 - accessible on journal website - Stata
Inflation and Unemployment in the Long Run (AER 2011) 1 - accessible on journal website 1 - accessible on journal website - Mathematica
5.1
Inflation and the Distribution of Relative Prices: The Role of Productivity and Money Supply Shocks (JMCB 2006) - - - -
Inflation in the Great Recession and New Keynesian Models (AEJ:MA 2015) 1 - accessible on journal website 1 - accessible on journal website Dynamic stochastic general equilibrium (DSGE) MATLAB
Inflation targeting: What inflation rate to target? (JME 2005) - - - -
Inflation-Gap Persistence in the US (AEJ:MA 2010) 1 - accessible on journal website 1 - accessible on journal website Bayesian estimation
Vector autoregression (VAR)
Dynamic stochastic general equilibrium (DSGE)
MATLAB
Information, Animal Spirits, and the Meaning of Innovations in Consumer Confidence (AER 2012) 1 - accessible on journal website 1 - accessible on journal website - MATLAB
Insider Trading and Innovation (JL&E 2017) 1 - accessible on journal website 1 - accessible on journal website Difference in differences (DID)
Fixed effects (FE)
Regression discontinuity design (RDD)
Weibull duration model
Clustering
Stata
Inspecting the Mechanism: Leverage and the Great Recession in the Eurozone (AER 2017) 1 - accessible on journal website 1 - accessible on journal website Instrumental variable (IV)
Dynamic stochastic general equilibrium (DSGE)
MATLAB
Dynare
Institutional causes, macroeconomic symptoms: volatility, crises and growth (JME 2003) - - - -
Interest Rate Risk and Other Determinants of Post-WWII US Government Debt/GDP Dynamics (AEJ:MA 2011) 1 - accessible on journal website 1 - accessible on journal website - MATLAB
Intermediary Asset Pricing (AER 2013) 0 - not available online 1 - accessible on journal website geometric Brownian motion
Euler equations
MATLAB
Excel
Intermediate Goods and Weak Links in the Theory of Economic Development (AEJ:MA 2011) 1 - accessible on journal website 1 - accessible on journal website Hsieh-Klenow Statistics MATLAB
International Business Cycles: World, Region, and Country-Specific Factors (AER 2003) 0 - not available online 0 - not available online Kalman filter
Markov chain Monte Carlo (MCMC)
-
International Competition and Inflation: A New Keynesian Perspective (AEJ:MA 2010) 1 - accessible on journal website 1 - accessible on journal website Generalized method of moments (GMM)
Vector Autoregression
MATLAB
EViews
6.0
International Income Inequality: Measuring PPP Bias by Estimating Engel Curves for Food (AER 2012) 1 - accessible on journal website 1 - accessible on journal website - Stata
International evidence on the efficacy of new-Keynesian models of inflation persistence (JAE 2010) - - - -
Interpreting Aggregate Wage Growth: The Role of Labor Market Participation (AER 2003) 0 - not available online 0 - not available online - -
Intertemporal Consumption and Credit Constraints: Does Total Expenditure Respond to an Exogenous Shock to Credit? (AER 2010) 0 - not available online 0 - not available online Probit
Matching
Stata
GAUSS
Introducing the euro-sting: Short-term indicator of euro area growth (JAE 2010) - - - -
Investment Behavior, Observable Expectations, and Internal Funds (AER 2006) 1 - accessible on journal website 1 - accessible on journal website first-differenced equations
Generalized method of moments (GMM)
SAS
GAUSS
Is Economics Research Replicable? Sixty Published Papers from Thirteen Journals Say ”Usually Not” (FEDS 2015) 0 - not available online 0 - not available online - -
Is Free Trade Good for the Environment? (AER 2001) 0 - not available online 0 - not available online Random effects (RE)
Fixed effects (FE)
unknown
Is Government Spending at the Zero Lower Bound Desirable? (AEJ:MA 2019) 1 - accessible on journal website 1 - accessible on journal website - MATLAB
Dynare
Is There a Quality Bias in the Canadian CPI? Evidence from Micro Data (Canadian Journal of Economics 2016) - - - -
Is There a Trade-Off between Inflation and Output Stabilization? (AEJ:MA 2013) 1 - accessible on journal website 1 - accessible on journal website AR (1)
Markov chain Monte Carlo (MCMC)
Dynamic stochastic general equilibrium (DSGE)
MATLAB
Is the Phillips Curve Alive and Well after All? Inflation Expectations and the Missing Disinflation (AEJ:MA 2015) 1 - accessible on journal website 1 - accessible on journal website - Stata
Is the Price Level Determined by the Needs of Fiscal Solvency? (AER 2001) 0 - not available online 0 - not available online Vector autoregression (VAR) unknown
Is the Volatility of the Market Price of Risk Due to Intermittent Portfolio Rebalancing? (AER 2012) 1 - accessible on journal website 1 - accessible on journal website - MATLAB
Job Polarization and Jobless Recoveries (REStat forthcoming) - - - -
Job Search Behavior over the Business Cycle (AEJ:MA 2018) - - - -
Job Selection and Wages over the Business Cycle (AER 2013) 1 - accessible on journal website 1 - accessible on journal website Regression
Monte-Carlo
Stata
10
Labor Contracts, Equal Treatment, and Wage-Unemployment Dynamics (AEJ:MA 2010) 1 - accessible on journal website 1 - accessible on journal website - but will also run in 6.0.
Mathematica
v.5.0
Labor Hiring, Investment, and Stock Return Predictability in the Cross Section (JPE 2014) - - Ordinary least squares (OLS)
Clustering
Fixed effects (FE)
Impulse responses
-
Labor and the Market Value of the Firm (AER 2007) 1 - accessible on journal website 0 - not available online Generalized method of moments (GMM) GAUSS
Labor market participation, unemployment and monetary policy (JME 2016) - - - -
Land Reform and Sex Selection in China (JPE 2019) - - Fixed effects (FE)
Clustering
-
Land Reform, Poverty Reduction, and Growth: Evidence from India (QJE 2000) - - - -
Learning More with Every Year: School Year Productivity and International Learning Divergence (JEEA forthcoming) - - - -
Learning about Risk and Return: A Simple Model of Bubbles and Crashes (AEJ:MA 2011) 1 - accessible on journal website 1 - accessible on journal website mean variance linear asset pricing model
least squares
AR(1)
Mathematica
MATLAB
Learning in a Medium-Scale DSGE Model with Expectations Based on Small Forecasting Models (AEJ:MA 2012) 1 - accessible on journal website 1 - accessible on journal website simple extrapolative AR forecasting model MATLAB
Learning-by-Doing as a Propagation Mechanism (AER 2002) 0 - not available online 2 - available online elsewhere than on journal website Micro-level wage equation
Bayesian estimation
Time series
Dynamic stochastic general equilibrium (DSGE)
GAUSS
Life Insurance and Household Consumption (AER 2012) 1 - accessible on journal website 1 - accessible on journal website - MATLAB
Fortran
Lifting the Veil of Secrecy from Monetary Policy: Evidence from the Fed's Early Discount Rate Policy (JMCB 2000) - - - -
Macroeconomic Dynamics Near the ZLB: A Tale of Two Countries (REStud 2018) - - Dynamic stochastic general equilibrium (DSGE)
Impulse response functions
MATLAB
Fortran
Macroeconomic Effects of Financial Shocks (AER 2012) 1 - accessible on journal website 0 - not available online Bayesian estimation
Vector autoregression (VAR)
Dynamic stochastic general equilibrium (DSGE)
Ordinary least squares (OLS)
GAUSS
Macroeconomic Effects of Financial Shocks: Comment (Dynare WP 2016) 1 - accessible on journal website 2 - available online elsewhere than on journal website Bayesian estimation MATLAB
Dynare
Macroeconomic Expectations of Households and Professional Forecasters (QJE 2003)
Macroeconomic Regimes, Technological Shocks and Employment Dynamics (JbNSt 2019) 1 - accessible on journal website 1 - accessible on journal website - Gretl
Macroeconomic forecasting and structural change (JAE 2013) - - - -
Macroprudential Policy, Countercyclical Bank Capital Buffers, and Credit Supply: Evidence from the Spanish Dynamic Provisioning Experiments (JPE 2017) - - Clustering
Fixed effects (FE)
-
Marginal Jobs, Heterogeneous Firms, and Unemployment Flows (AEJ:MA 2013) 1 - accessible on journal website 1 - accessible on journal website Autoregressive model (AR) MATLAB
Maturity, Indebtedness, and Default Risk (AER 2012) 1 - accessible on journal website 1 - accessible on journal website - MATLAB
Fortran
Measures of per Capita Hours and Their Implications for the Technology‐Hours Debate (JMCB 2009) - - Augmented Dickey-Fuller test (ADF)
Hodrick-Prescott filter
Impulse responses
Vector autoregression (VAR)
-
Measuring Economic Growth from Outer Space (AER 2012) 1 - accessible on journal website 1 - accessible on journal website robust SE
clustered SE
Ordinary least squares (OLS)
7‐Zip 9.20
Python
2.5.1
Stata
10.1
ArcGIS
version 9.3 service pack 1
Measuring Job-Finding Rates and Matching Efficiency with Heterogeneous Job-Seekers (AEJ:MA 2018) - - Logit
Instrumental variable (IV)
Bootstrap
-
Measuring Tax Multipliers: The Narrative Method in Fiscal VARs (AEJ:EP 2012) 1 - accessible on journal website 1 - accessible on journal website Vector autoregression (VAR) EViews
Measuring What Employers Do about Entry Wages over the Business Cycle: A New Approach (AEJ:MA 2012) 0 - not available online 1 - accessible on journal website Newey-West standard errors
Ordinary least squares (OLS)
Stata
Mathematica
V. 5.0
Measuring forecast uncertainty by disagreement: The missing link (JAE 2010) - - - -
Measuring the Effects of Monetary Policy: A Factor-Augmented Vector Autoregressive (FAVAR) Approach (QJE 2005)
Measuring the Efficiency of an FCC Spectrum Auction (AEJ:MI 2013) 1 - accessible on journal website 1 - accessible on journal website semiparametric maximum score using matching game approach Mathematica
7
Measuring the Natural Rate of Interest (REStat 2003) - - - -
Measuring the Output Responses to Fiscal Policy (AEJ:EP 2012) 1 - accessible on journal website 1 - accessible on journal website - MATLAB
Media Bias in China (AER 2018) 1 - accessible on journal website 1 - accessible on journal website - Stata
Media Influences on Social Outcomes: The Impact of MTV's 16 and Pregnant on Teen Childbearing (AER 2015) 0 - not available online 1 - accessible on journal website Ordinary least squares (OLS)
Instrumental variable (IV)
Fixed effects (FE)
Stata
Media Markets and Localism: Does Local News en Español Boost Hispanic Voter Turnout? (AER 2009) 0 - not available online 1 - accessible on journal website Probit
Fixed effects (FE)
Mann-Whitey U test
Stata
Media and Political Persuasion: Evidence from Russia (AER 2011) 1 - accessible on journal website 1 - accessible on journal website Logit
Fixed effects (FE)
Ordinary least squares (OLS)
Stata
Menu Costs and Phillips Curves (JPE 2007) 0 - not available online 0 - not available online - -
Meta-analysis and publication bias: How well does the FAT-PET-PEESE procedure work? (Research Synthesis Methods 2018) 2 - available online elsewhere than on journal website 2 - available online elsewhere than on journal website Monte Carlo Stata
Meta-analysis and publication bias: How well does the FAT-PET-PEESE procedure work? A replication study of Alinaghi & Reed (Research Synthesis Methods, 2018) (Int J Re-Views in Emp Econ 2019) 2 - available online elsewhere than on journal website 1 - accessible on journal website Monte Carlo R
Meta-analysis of the effect of fiscal policies on long-run growth (EJPE 2004) - - - -
Misclassification Errors and the Underestimation of the US Unemployment Rate (AER 2013) 1 - accessible on journal website 1 - accessible on journal website Logit
Bootstrap
MATLAB
SAS
Mismatch Unemployment and the Geography of Job Search (AEJ:MA 2018) 0 - not available online 1 - accessible on journal website Poisson
Fixed effects (FE)
R
3.4.3
Matlab
R2015a (8.5.0.197613) 64-bit (glnxa64)
Stata
14.0 MP
Missing Import Price Changes and Low Exchange Rate Pass-Through (AEJ:MA 2014) 0 - not available online 1 - accessible on journal website - MATLAB
Monetary Policy Rules Based on Real-Time Data (AER 2001) 0 - not available online 0 - not available online Taylor Rule unknown
Monetary Policy Rules and Macroeconomic Stability: Some New Evidence (AER 2010) 1 - accessible on journal website 1 - accessible on journal website - Ox console
Monetary Policy Surprises, Credit Costs, and Economic Activity (AEJ:MA 2015) 1 - accessible on journal website 1 - accessible on journal website Vector autoregression (VAR) MATLAB
Monetary Policy and Real Borrowing Costs at the Zero Lower Bound (AEJ:MA 2015) 1 - accessible on journal website 1 - accessible on journal website - Stata
v.13
Monetary Policy and the Redistribution Channel (AER 2019) 2 - available online elsewhere than on journal website 1 - accessible on journal website - Stata
Monetary Policy without Interest Rates: Evidence from France's Golden Age (1948 to 1973) Using a Narrative Approach (AEJ:MA 2014) 1 - accessible on journal website 1 - accessible on journal website Standard SVAR analyses Stata
Monetary Policy, Trend Inflation, and the Great Moderation: An Alternative Interpretation (AER 2011) 1 - accessible on journal website 1 - accessible on journal website - MATLAB
Narrow Replication of Ashcraft (2005): Are Banks Really Special? (CfS 2012) - - - Stata
National natural rates of interest and the single monetary policy in the euro area (JAE 2018 ) 1 - accessible on journal website 1 - accessible on journal website - MATLAB
R
New Evidence on Cyclical Variation in Average Labor Costs in the U.S. (REStat forthcoming) - - - -
New Keynesian versus old Keynesian government spending multipliers (JEDC 2010) - - - -
News Shocks and the Slope of the Term Structure of Interest Rates (AER 2013) 1 - accessible on journal website 1 - accessible on journal website - MATLAB
News Shocks and the Slope of the Term Structure of Interest Rates: Comment (AER 2017) 2 - available online elsewhere than on journal website 1 - accessible on journal website - MATLAB
News, Noise, and Fluctuations: An Empirical Exploration (AER 2013) 1 - accessible on journal website 1 - accessible on journal website - MATLAB
Dynare
No one true path: uncovering the interplay between geography, institutions, and fractionalization in economic development (JAE 2010) 1 - accessible on journal website 0 - not available online - GUIDE
Nominal Wage Rigidity in Village Labor Markets (AER 2019) 1 - accessible on journal website 1 - accessible on journal website - Stata
Nonlinear dynamics of interest rate and inflation (JAE 2006) - - - -
Normalized CES supply-side system approach: how to replicate Klump, McAdam, and Willman (2007) (Economics e-journal 2018) 2 - available online elsewhere than on journal website 1 - accessible on journal website - -
Not All Oil Price Shocks Are Alike: Disentangling Demand and Supply Shocks in the Crude Oil Market (AER 2009) 1 - accessible on journal website 1 - accessible on journal website - MATLAB
Not Just the Great Contraction: Friedman and Schwartz's A Monetary History of the United States 1867 to 1960 (AER 2013) 1 - accessible on journal website 1 - accessible on journal website descriptive statistic Stata
Nuclear Accidents and Policy: Notes on Public Perception (SOEPpapers 2013) 2 - available online elsewhere than on journal website 0 - not available online Ordinary least squares (OLS)
Ordered Logit
-
Observational Learning and Demand for Search Goods (AEJ:MI 2012) 1 - accessible on journal website 1 - accessible on journal website Probit Stata
Old, frail, and uninsured: Accounting for features of the U.S. long-term care insurance market (ECTA 2019) 1 - accessible on journal website 1 - accessible on journal website - MATLAB
Stata
On Fragile Grounds: A Replication Of “Are Muslim Immigrants Different In Terms Of Cultural Integration?” (JEEA 2011) - - Linear probability model (LPM) -
On the Low‐Frequency Relationship Between Public Deficits and Inflation (JAE 2016) 1 - accessible on journal website 0 - not available online Vector autoregression (VAR) -
On the Real Effects of Bank Bailouts: Micro Evidence from Japan (AEJ:MA 2013) 0 - not available online 1 - accessible on journal website Ordinary least squares (OLS) Stata
On the Sources of the Great Moderation (AEJ:MA 2009) 1 - accessible on journal website 1 - accessible on journal website Vector autoregression (VAR) MATLAB
On the Welfare Cost of Inflation and the Recent Behavior of Money Demand (AER 2009) 1 - accessible on journal website 1 - accessible on journal website Phillips-Perron unit root tests
Phillips-Ouliaris cointegration tests
dynamic OLS
MATLAB
7.6
On the dynamic effects of oil price shocks: a study using industry level data (JME 2002) - - - -
Optimal Adoption of Complementary Technologies (AER 2000) 0 - not available online 0 - not available online Leontief Production Function -
Optimal Inflation for the US Economy (AEJ:MA 2011) 1 - accessible on journal website 1 - accessible on journal website simple linear autoregressive
Vector autoregression (VAR)
MATLAB
Optimal Labor-Market Policy in Recessions (AEJ:MA 2015) 1 - accessible on journal website 1 - accessible on journal website - MATLAB
Optimal Monetary Policy Rules in an Estimated Sticky-Information Model (AEJ:MA 2009) 1 - accessible on journal website 1 - accessible on journal website Dynamic stochastic general equilibrium (DSGE) MATLAB
Optimal Sticky Prices under Rational Inattention (AER 2009) 1 - accessible on journal website 1 - accessible on journal website - MATLAB
Optimal Trend Inflation (AER 2019) 1 - accessible on journal website 1 - accessible on journal website - MATLAB
Ownership Consolidation and Product Characteristics: A Study of the US Daily Newspaper Market (AER 2013) 0 - not available online 1 - accessible on journal website structural model of newspaper markets
objective function
Generalized method of moments (GMM)
MATLAB
Ownership Risk, Investment, and the Use of Natural Resources (AER 2000) 0 - not available online 0 - not available online Develops an ownership-risk index (a model that displays the relation between ownership risk and investment)
lagged model
first-order serial correlation
Random effects (RE)
Fixed effects (FE)
Ordinary least squares (OLS)
Pooled Ordinary least squares (OLS)
unknown
Paper Money (AER 2013) 1 - accessible on journal website 1 - accessible on journal website Lagrange
time series
Samuelson's Pure Consumption Loan Model
R
Parental Job Loss and Children's Long-Term Outcomes: Evidence from 7 Million Fathers' Layoffs (American Economic Journal: Applied Economics 2016) 0 - not available online 1 - accessible on journal website - Stata
Partisan Impacts on the Economy: Evidence from Prediction Markets and Close Elections (QJE 2007)
Persistent Liquidity Effects and Long-Run Money Demand (AEJ:MA 2014) 1 - accessible on journal website 1 - accessible on journal website - MATLAB
Personal Retirement Accounts and Saving (AEJ:EP 2011) 1 - accessible on journal website 1 - accessible on journal website Probit
Difference-in-Difference
Stata
Policy Intervention in Debt Renegotiation: Evidence from the Home Affordable Modification Program (JPE 2017) - - - -
Political Booms, Financial Crises (JPE forthcoming) - - - -
Political Pressures on Monetary Policy during the US Great Inflation (AEJ:MA 2011) 1 - accessible on journal website 1 - accessible on journal website Taylor rule regression EViews
Political Regimes and the Cost of Disinflation (JMCB 2008) - - Fixed effects (FE)
Clustering
Stata
9.0
Politics and the effectiveness of foreign aid (EER 1996) - - - -
Polygyny, Fertility, and Savings (JPE 2005) 0 - not available online 0 - not available online - -
Precautionary Saving and Consumption Fluctuations (AER 2005) 1 - accessible on journal website 1 - accessible on journal website calibration
consumption Euler equation
Generalized method of moments (GMM)
GAUSS
Stata
Preferences over Inflation and Unemployment: Evidence from Surveys of Happiness (AER 2001) - - Ordinary least squares (OLS)
Fixed effects (FE)
-
Price Discrimination and Bargaining: Empirical Evidence from Medical Devices (AER 2013) 0 - not available online 1 - accessible on journal website Levinsohn
and Pakes (1995))
Generalized method of moments (GMM)
algorithm estimates (Berry
Stata
MATLAB
Price Effects of Non-Profit College and University Mergers (REStat forthcoming) - - Fixed effects (FE)
Clustering
-
Price Level Changes and the Redistribution of Nominal Wealth Across the Euro Area (JEEA 2016) 0 - not available online 1 - accessible on journal website - Stata
Pricing-to-Market and the Failure of Absolute PPP (AEJ:MA 2011) 1 - accessible on journal website 1 - accessible on journal website standard Geary-Khamis methods
GAUSS code
Stata
Excel
Product Creation and Destruction: Evidence and Price Implications (AER 2010) 1 - accessible on journal website 1 - accessible on journal website Ordinary least squares (OLS)
Fixed effects (FE)
Stata
Productivity Differences between and within Countries (AEJ:MA 2010) 1 - accessible on journal website 1 - accessible on journal website MLD index
Theil index
Fixed effects (FE)
Ordinary least squares (OLS)
Stata
ArcGIS spatial
Python
2.4
ArcGIS
9.2
Professional Forecasters' View of Permanent and Transitory Shocks to GDP (AEJ:MA 2011) 1 - accessible on journal website 1 - accessible on journal website Unobserved-components (UC)
root mean squared error (RMSE)
Autoregressive integrated moving average (ARIMA)
RATS
Quatropro
Property rights for the poor: Effects of land titling (JPubE 2010) 2 - available online elsewhere than on journal website 2 - available online elsewhere than on journal website Propensity score matching Stata
Protestants and Catholics: Similar Work Ethic, Different Social Ethic (EJ 2010) - - - -
Public Debt Overhangs: Advanced-Economy Episodes since 1800 (JEP 2012) - - - -
Public Debt and Low Interest Rates (AER 2019) 1 - accessible on journal website 1 - accessible on journal website - Stata
MATLAB
Public Provision and Protection of Natural Resources: Groundwater Irrigation in Rural India (American Economic Journal: Applied Economics 2011) 0 - not available online 1 - accessible on journal website Probit
Bootstrap
Clustering
Ordinary least squares (OLS)
Stata
Purchasing Power Parity Exchange Rates for the Global Poor (American Economic Journal: Applied Economics 2011) 0 - not available online 1 - accessible on journal website Seemingly unrelated regression models(Sur) Stata
10
Pushing on a String: US Monetary Policy Is Less Powerful in Recessions (AEJ:MA 2016) 1 - accessible on journal website 1 - accessible on journal website - MATLAB
Quantifying Quality Growth (AER 2001) 0 - not available online 0 - not available online Weighted least squares (WLS)
Generalized method of moments (GMM)
Instrumental variable (IV)
unknown
Quantitative Effects of Fiscal Foresight (AEJ:EP 2012) 1 - accessible on journal website 1 - accessible on journal website Dynamic stochastic general equilibrium (DSGE) MATLAB
R&D Investment, Exporting, and Productivity Dynamics (AER 2011) 1 - accessible on journal website 1 - accessible on journal website two-stage estimation model Fortran
RETRACTED: How does financialization affect functional income distribution? A theoretical clarification and empirical assessment (Socio-Economic Review 2016) - -
Random Coefficients on Endogenous Variables in Simultaneous Equations Models (REStud 2018) - - Seemingly unrelated regressions (SUR)
Bootstrap
Three-stage least squares (3SLS)
Nonparametric kernel estimator
-
Rare Disasters, Asset Prices, and Welfare Costs (AER 2009) 1 - accessible on journal website - - Excel
Rare Shocks, Great Recessions (JAE 2014) 1 - accessible on journal website 0 - not available online Dynamic stochastic general equilibrium (DSGE) -
Re-examining Economic Shocks and Civil Conflict (American Economic Journal: Applied Economics 2011) 1 - accessible on journal website 1 - accessible on journal website Instrumental variable (IV)
Ordinary least squares (OLS)
Stata
Read All about It!! What Happens Following a Technology Shock? (AER 2011) 1 - accessible on journal website 1 - accessible on journal website Granger Causality
Vector autoregression (VAR)
RATS
MARC Record Parser version 2.0
DialogLink
Real Business Cycles in Emerging Countries? (AER 2010) 1 - accessible on journal website 1 - accessible on journal website - MATLAB
Real Effects of Information Frictions: When the States and the Kingdom Became United (AER 2018) 1 - accessible on journal website 1 - accessible on journal website Newey-West standard errors
Impulse response function
Autoregressive model (AR)
Maximum likelihood (ML)
Stata
Real Exchange Rates and Sectoral Productivity in the Eurozone (AER 2018) 0 - not available online 1 - accessible on journal website Autoregressive model (AR)
Fixed effects (FE)
Random effects (RE)
Newey-West standard errorsAutoregressive model (AR)
Newey-West standard errors
Hausman test
MATLAB
EViews
Real Wages and the Business Cycle: Accounting for Worker, Firm, and Job Title Heterogeneity (AEJ:MA 2012) 0 - not available online 1 - accessible on journal website ordinary least squares Stata
Rebalancing Frequency and the Welfare Cost of Inflation (AEJ:MA 2012) 1 - accessible on journal website 1 - accessible on journal website - MATLAB
Recent drivers of the real oil price: Revisiting and extending Kilian's (2009) findings (Energy Economics forthcoming) - - - -
Recovery from the Great Depression: The Farm Channel in Spring 1933 (AER 2019) 1 - accessible on journal website 1 - accessible on journal website - Stata
Relative Goods' Prices, Pure Inflation, and the Phillips Correlation (AEJ:MA 2010) 1 - accessible on journal website 1 - accessible on journal website Univariate autoregression (1)
Vector autoregression (VAR)
GAUSS
Relative Prices and Relative Prosperity (AER 2007) 1 - accessible on journal website 1 - accessible on journal website Ordinary least squares (OLS) Stata
SAS
Religious Loyalty and Acceptance of Corruption (JbNSt 2015) - - - -
Religious Loyalty and Acceptance of Corruption. A replication study of Gouda and Park (Journal of Economics and Statistics, 2015) (Int J Re-Views in Emp Econ 2017) 1 - accessible on journal website 1 - accessible on journal website - Stata
Replicating “Predicting the present with Google trends” by Hyunyoung Choi and Hal Varian (The Economic Record, 2012) (Economics e-journal 2017) - - Autoregressive model (AR) -
Replication in the narrow sense of "Financial Stability, the Trilemma, and International Reserves" (Obstfeld, Shambaugh & Taylor 2010) (CfS 2014) 2 - available online elsewhere than on journal website 1 - accessible on journal website Davidson-MacKinnon tests
non-nested F-test
Breusch-Pagan test
White test
variance influence factor
BIC
leverage statistic
residual analysis for outlier identification
Ramsey Regression Equation Specification Error Test (RESET)
Akaike information criterion (AIC)
Stata
Replication in the narrow sense of Banzhaf/Walsh (2008) (CfS 2012) 1 - accessible on journal website 1 - accessible on journal website nearest neighborhood matching estimates
Ordinary least squares (OLS)
Stata
Reset Price Inflation and the Impact of Monetary Policy Shocks (AER 2012) 0 - not available online 1 - accessible on journal website - Dynare
SAS
Resolving Debt Overhang: Political Constraints in the Aftermath of Financial Crises (AEJ:MA 2014) 1 - accessible on journal website 1 - accessible on journal website - Stata
11
Responses to monetary policy shocks in the east and the west of Europe: a comparison (JAE 2010) 1 - accessible on journal website 1 - accessible on journal website - Ox
Resurrecting the (C)CAPM: A Cross-Sectional Test When Risk Premia Are Time-Varying (JPE 2001) 0 - not available online 0 - not available online CAPM model
Fama-MacBeth Regressions
Generalized method of moments (GMM)
unknown
Revisiting macroeconomic activity and income distribution in the USA (Emp Econ forthcoming) - - - -
Revisiting the Drivers of Natural Gas Prices. A replication study of Brown & Yücel (The Energy Journal, 2008) (Int J Re-Views in Emp Econ 2019) 1 - accessible on journal website 1 - accessible on journal website - Stata
Revolution empirics: predicting the Arab Spring (Emp Econ 2016) - - Generalized method of moments (GMM)
Random effects (RE)
Generalized least squares (GLS)
Principal component analysis
-
Riding the South Sea Bubble (AER 2004) 1 - accessible on journal website 1 - accessible on journal website Monte Carlo
Newey-West standard errors
Quantile regression
Stata
Risk Matters: The Real Effects of Volatility Shocks (AER 2011) 0 - not available online 1 - accessible on journal website likelihood estimation
Bayesian estimation
Monte Carlo estimation
Fortran
Mathematica
MATLAB
Risk Matters: The Real Effects of Volatility Shocks: Comment (AER 2014) 1 - accessible on journal website 1 - accessible on journal website Particle Filter (Sequential Monte Carlo Methods)
3rd order perturbation
Simulated Method of Moments
code changes published in online appendix
Dynare
MATLAB
Risk Preferences and the Macroeconomic Announcement Premium (ECTA 2018) 1 - accessible on journal website 1 - accessible on journal website Ordinary least squares (OLS)
Newey-West standard errors
MATLAB
Risk Shocks (AER 2014) 1 - accessible on journal website 1 - accessible on journal website dynamic general equilibrium model Dynare
Risk aversion, intertemporal substitution, and the term structure of interest rates (JAE 2012) 1 - accessible on journal website 0 - not available online - -
Risk of catastrophic terrorism: an extreme value approach (JAE 2009) 1 - accessible on journal website 0 - not available online - -
Robust optimal monetary policy in a forward-looking model with parameter and shock uncertainty (JAE 2007) - 1 - accessible on journal website - MATLAB
Safety Traps (AEJ:MA 2013) 1 - accessible on journal website 1 - accessible on journal website real business cycle model MATLAB
School Characteristics and Teacher Turnover: Assessing the Role of Preferences and Opportunities (EJ 2016) 0 - not available online 1 - accessible on journal website Instrumental variable (IV) Stata
13
Scientific Progress in the Absence of New Data: A Procedural Replication of Ross (2006) (SSRN 2013) - - Fixed effects (FE) Stata
Shadowy Banks and Financial Contagion during the Great Depression: A Retrospective on Friedman and Schwartz (AER 2013) 1 - accessible on journal website 1 - accessible on journal website Regression Stata
Sharing Demographic Risk--Who Is Afraid of the Baby Bust? (AEJ:EP 2010) 1 - accessible on journal website 1 - accessible on journal website two-period stochastic OLG model MATLAB
Sharing High Growth across Generations: Pensions and Demographic Transition in China (AEJ:MA 2015) 1 - accessible on journal website 1 - accessible on journal website Ordinary least squares (OLS) MATLAB
Sharing the Burden: Monetary and Fiscal Responses to a World Liquidity Trap (AEJ:MA 2013) 1 - accessible on journal website 1 - accessible on journal website - MATLAB
Sharing the burden for climate change mitigation in the Canadian federation (Canadian Journal of Economics 2015) - - - -
Shocks and Frictions in US Business Cycles: A Bayesian DSGE Approach (AER 2007) 1 - accessible on journal website 1 - accessible on journal website BVAR
Bayesian estimation
Dynamic stochastic general equilibrium (DSGE)
Dynare
Shocks and Government Beliefs: The Rise and Fall of American Inflation (AER 2006) 1 - accessible on journal website 1 - accessible on journal website Bayesian estimation
Markov chain Monte Carlo (MCMC)
C
Dynare
Simulation-based tests of forward-looking Models under VAR learning dynamics (JAE 2011) 0 - not available online 0 - not available online Vector autoregression (VAR) -
Soap Operas and Fertility: Evidence from Brazil (American Economic Journal: Applied Economics 2012) 1 - accessible on journal website 1 - accessible on journal website Ordinary least squares (OLS)
Clustering
Fixed effects (FE)
Probit
Stata
Social Comparisons and Contributions to Online Communities: A Field Experiment on MovieLens (AER 2010) 1 - accessible on journal website 1 - accessible on journal website - Stata
Social Security Reforms: Benefit Claiming, Labor Force Participation, and Long-Run Sustainability (AEJ:MA 2012) 1 - accessible on journal website 1 - accessible on journal website - Fortran
Social Ties in Academia: a Friend is a Treasure (REStat 2018) 2 - available online elsewhere than on journal website 2 - available online elsewhere than on journal website - Stata
14.2
Some Evidence on Secular Drivers of US Safe Real Rates (AEJ:MA 2019) 1 - accessible on journal website 1 - accessible on journal website - MATLAB
RATS
9.20d
Some Evidence on the Importance of Sticky Prices (JPE 2004) 0 - not available online 0 - not available online - -
Some Evidence on the Importance of Sticky Wages (AEJ:MA 2014) 1 - accessible on journal website 1 - accessible on journal website - Stata
Matlab
Some Fiscal Calculus (AER 2010) 1 - accessible on journal website 1 - accessible on journal website - MATLAB
Sources of U.S. Economic Growth in a World of Ideas (AER 2002) 0 - not available online 0 - not available online nonlinear least squares
log-linear model
unknown
Sovereign Defaults: The Price of Haircuts (AEJ:MA 2013) 1 - accessible on journal website 1 - accessible on journal website Ordinary least squares (OLS) Stata
12.1
Specific Capital and Vintage Effects on the Dynamics of Unemployment and Vacancies (AER 2010) 1 - accessible on journal website 1 - accessible on journal website - MATLAB
Fortran
Speculative Bubbles and Financial Crises (AEJ:MA 2012) 1 - accessible on journal website 1 - accessible on journal website Univariate AR(1)
Dynamic stochastic general equilibrium (DSGE)
GAUSS
Stepping on a Rake: Replication and Diagnosis (NBER 2016) - - - -
Stepping on a rake: The role of fiscal policy in the inflation of the 1970s (EER 2011) - 1 - accessible on journal website Vector autoregression (VAR) R
MATLAB
Sticky Prices and Monetary Policy: Evidence from Disaggregated US Data (AER 2009) 1 - accessible on journal website 1 - accessible on journal website - MATLAB
Stata
Sticky Prices versus Monetary Frictions: An Estimation of Policy Trade-Offs (AEJ:MA 2011) 1 - accessible on journal website 1 - accessible on journal website money in the utility function (MIU) model
Vector autoregression (VAR)
Dynamic stochastic general equilibrium (Dynamic stochastic general equilibrium (DSGE))
GAUSS
Sticky Wages: Evidence from Quarterly Microeconomic Data (AEJ:MA 2012) 0 - not available online 1 - accessible on journal website Autoregressive integrated moving average (ARIMA) SAS
Stochastic Technical Progress, Smooth Trends, and Nearly Distinct Business Cycles (AER 2003) 0 - not available online 0 - not available online Vector autoregression (VAR) -
Stock Prices, News, and Economic Fluctuations (AER 2006) 1 - accessible on journal website 1 - accessible on journal website vector error correction model MATLAB
Stock Prices, News, and Economic Fluctuations: Comment (AER 2014) 1 - accessible on journal website 1 - accessible on journal website vector error correction model MATLAB
Stocks, bonds, money markets and exchange rates: measuring international Financial transmission (JAE 2011) 1 - accessible on journal website 1 - accessible on journal website Vector autoregression (VAR) GAUSS
Stories of the Twentieth Century for the Twenty-First (AEJ:MA 2012) 1 - accessible on journal website 1 - accessible on journal website - Stata
Structural Change Out of Agriculture: Labor Push versus Labor Pull (AEJ:MA 2011) 1 - accessible on journal website 1 - accessible on journal website generalized CES
Ordinary least squares (OLS)
Fixed effects (FE)
Stata
Structural Interpretation of Vector Autoregressions with Incomplete Identification: Revisiting the Role of Oil Supply and Demand Shocks: Comment (CESifo WP 2018) - - - -
Structural changes in the US economy: Is there a role for monetary policy? (JEDC 2009) - - Markov chain Monte Carlo (MCMC)
Vector autoregression (VAR)
-
Subjective Well-Being and Income: Is There Any Evidence of Satiation? (AER 2013) 0 - not available online 1 - accessible on journal website - Stata
Sudden Stops, Financial Crises, and Leverage (AER 2010) 1 - accessible on journal website 1 - accessible on journal website - Fortran
EViews
Excel
Sudden floods, macroprudential regulation and stability in an open economy (Journal of International Money and Finance 2014) - - - -
TV, female empowerment and demographic change in rural India (3ie 2014) 0 - not available online 0 - not available online Ordinary least squares (OLS) Stata
Tax Burden and GDP: Evidence from Frequency Domain Approach for the USA (EB 2012) - - - -
Tax burden distribution and GDP growth: non-linear causality, considerations in the USA (IREF 2012) - - - -
Taxes and Time Use: Fiscal Policy in a Household Production Model (AEJ:MA 2013) 1 - accessible on journal website 1 - accessible on journal website - MATLAB
Taxing Capital? Not a Bad Idea after All! (AER 2009) 1 - accessible on journal website 1 - accessible on journal website - requires IMSL library
Fortran
(COMPAQ VISUAL 6.1)
Teacher Quality and Learning Outcomes in Kindergarten (QJE 2016) - - - -
Technological Change and the Stock Market (AER 2003) 0 - not available online 0 - not available online - -
Technological Diversification (AER 2013) 1 - accessible on journal website 1 - accessible on journal website - Stata
Python
Technology, International Trade, and Pollution from US Manufacturing (AER 2009) 1 - accessible on journal website 1 - accessible on journal website Descriptive statistics Stata
Excel
Temperature Shocks and Economic Growth: Evidence from the Last Half Century (AEJ:MA 2012) 1 - accessible on journal website 1 - accessible on journal website - Stata
geospatial software
Term Premia and Inflation Uncertainty: Empirical Evidence from an International Panel Dataset (AER 2011) 1 - accessible on journal website 1 - accessible on journal website zero-coupon yields
regression
MATLAB
Excel
Testing for the Lucas Critique: A Quantitative Investigation (AER 2001) 0 - not available online 0 - not available online Hodrick-Prescott filter
Maximum likelihood (ML)
Instrumental variable (IV)
-
The 90% Public Debt Threshold - The Rise and Fall of a Stylised Fact (AE 2015) - - - -
The Baby Boom and Baby Bust (AER 2005) 1 - accessible on journal website 0 - not available online quantity-quality model
production function
MATLAB
6.0.0.88
The Bond Premium in a DSGE Model with Long-Run Real and Nominal Risks (AEJ:MA 2012) - 1 - accessible on journal website - Mathematica
MATLAB
The Case for Restricting Fiscal Policy Discretion (QJE 2003)
The China Syndrome: Local Labor Market Effects of Import Competition in the United States (AER 2013) 1 - accessible on journal website 1 - accessible on journal website - Stata
The Colonial Origins of Comparative Development: An Empirical Investigation: Comment (AER 2012) 1 - accessible on journal website 1 - accessible on journal website Instrumental variable (IV)
Ordinary least squares (OLS)
Stata
The Consumption Effects of the 2007–2008 Financial Crisis: Evidence from Households in Denmark (AER 2017) 0 - not available online 1 - accessible on journal website - Stata
The Consumption Response to Seasonal Income: Evidence from Japanese Public Pension Benefits (American Economic Journal: Applied Economics 2011) 0 - not available online 1 - accessible on journal website Clustering
Instrumental variable (IV)
Stata
The Contribution of Large and Small Employers to Job Creation in Times of High and Low Unemployment (AER 2012) 1 - accessible on journal website 1 - accessible on journal website Hodrick-Prescott filter Stata
The Cost of Business Cycles Under Endogenous Growth (AER 2004) 0 - not available online 0 - not available online stochastic AK growth model -
The Cross Section of Foreign Currency Risk Premia and Consumption Growth Risk (AER 2007) 0 - not available online 0 - not available online Generalized method of moments (GMM)
Ordinary least squares (OLS)
-
The Cross Section of Foreign Currency Risk Premia and Consumption Growth Risk: Comment (AER 2011) 0 - not available online 1 - accessible on journal website - MATLAB
The Cyclical Behavior of Equilibrium Unemployment and Vacancies Revisited (AER 2008) 1 - accessible on journal website 1 - accessible on journal website Hodrick-Prescott filter MATLAB
The Cyclical Behaviour of Debt and Equity Finance (AER 2011) 1 - accessible on journal website 1 - accessible on journal website robust estimation
Hodrick-Prescott filter
Ordinary least squares (OLS)
MATLAB
The Cyclical Volatility of Labor Markets under Frictional Financial Markets (AEJ:MA 2013) 1 - accessible on journal website 1 - accessible on journal website Ordinary least squares (OLS) MATLAB
The Cyclicality of Sales, Regular and Effective Prices: Business Cycle and Policy Implications (AER 2015) - 1 - accessible on journal website - Stata
MATLAB
The Cyclicality of Sales, Regular, and Effective Prices: Business Cycle and Policy Implications: Comment (AER 2017) - - - -
The Cyclicality of Skill Acquisition: Evidence from Panel Data (AEJ:MA 2012) 1 - accessible on journal website 1 - accessible on journal website Ordinary least squares (OLS) Stata
The Demand for Youth: Explaining Age Differences in the Volatility of Hours (AER 2013) 1 - accessible on journal website 1 - accessible on journal website - MATLAB
Stata
The Demarcation of Land and the Role of Coordinating Property Institutions (JPE 2011) 0 - not available online 0 - not available online Fixed effects (FE)
Clustering
-
The Dynamic Behavior of the Real Exchange Rate in Sticky Price Models (AER 2008) 1 - accessible on journal website 0 - not available online Median
Hodrick-Prescott filter
MATLAB
The Dynamic Behavior of the Real Exchange Rate in Sticky Price Models: Comment (AER 2014) 1 - accessible on journal website 1 - accessible on journal website - MATLAB
The Dynamic Effects of Personal and Corporate Income Tax Changes in the United States (AER 2013) 1 - accessible on journal website 1 - accessible on journal website macroeconomic model
impulse responses
Bootstrap
MATLAB
The Dynamic Effects of Personal and Corporate Income Tax Changes in the United States: Comment (AER 2019) 2 - available online elsewhere than on journal website 2 - available online elsewhere than on journal website Vector autoregression (VAR)
Bootstrap
Monte Carlo
MATLAB
The Dynamics of Inequality (ECTA 2016) 1 - accessible on journal website 1 - accessible on journal website - MATLAB
The Economic Effects of Constitutions: Replicating – and Extending – Persson and Tabellini (Public Choice 2009) 0 - not available online 0 - not available online Ordinary least squares (OLS) -
The Economic Impacts of Climate Change: Evidence from Agricultural Output and Random Fluctuations in Weather: Comment (AER 2012) 1 - accessible on journal website 1 - accessible on journal website regression
clustered SE
Fixed effects (FE)
Stata
The Economic and Policy Consequences of Catastrophes (AEJ:EP 2013) 1 - accessible on journal website 1 - accessible on journal website - Excel
MATLAB
The Effect of Corporate Taxes on Investment and Entrepreneurship (AEJ:MA 2010) 1 - accessible on journal website 1 - accessible on journal website Ordinary least squares (OLS) Stata
The Effect of Financial Development on Convergence: Theory and Evidence (QJE 2005)
The Effect of Language on Economic Behavior: Evidence from Savings Rates, Health Behaviors, and Retirement Assets (AER 2013) 1 - accessible on journal website 1 - accessible on journal website Fixed effects (FE)
Ordinary least squares (OLS)
Stata
The Effect of Newspaper Entry and Exit on Electoral Politics (AER 2011) 1 - accessible on journal website 1 - accessible on journal website Fixed effects (FE)
Ordinary least squares (OLS)
Stata
MP 11
MATLAB
2010a
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