Details about Sokbae (Simon) Lee
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Last updated 2021-02-04. Update your information in the RePEc Author Service.
Short-id: ple107
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Working Papers
2021
- Identifying the Effect of Persuasion
Papers, arXiv.org  View citations (1)
Also in CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies (2018)
- Powerful Inference
Papers, arXiv.org
2020
- An Econometric Perspective on Algorithmic Subsampling
Papers, arXiv.org View citations (1)
- Causal Inference in Case-Control Studies
Papers, arXiv.org
- Desperate times call for desperate measures: government spending multipliers in hard times
Papers, arXiv.org
Also in Department of Economics Working Papers, McMaster University (2019)
Working Paper Series, Institute of Economic Research, Seoul National University (2019)
See also Journal Article in Economic Inquiry (2020)
- Factor-Driven Two-Regime Regression
Papers, arXiv.org
Also in Department of Economics Working Papers, McMaster University (2018) View citations (4)
Working Paper Series, Institute of Economic Research, Seoul National University (2019)
- Filtered and Unfiltered Treatment Effects with Targeting Instruments
CEPR Discussion Papers, C.E.P.R. Discussion Papers
Also in Papers, arXiv.org (2020)
- Inference in a class of optimization problems: Confidence regions and finite sample bounds on errors in coverage probabilities
Papers, arXiv.org
- Institutions, Competitiveness and Cognitive Ability
Working Paper Series, Institute of Economic Research, Seoul National University
- Sketching for Two-Stage Least Squares Estimation
Papers, arXiv.org View citations (1)
- Sparse HP Filter: Finding Kinks in the COVID-19 Contact Rate
Department of Economics Working Papers, McMaster University
Also in Working Paper Series, Institute of Economic Research, Seoul National University (2020)
Papers, arXiv.org (2020)
See also Journal Article in Journal of Econometrics (2021)
- Sparse Quantile Regression
Papers, arXiv.org
2019
- Knowledge spillovers and patent citations: trends in geographic localization, 1976-2015
CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies
Also in CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies (2017)
- Optimal Data Collection for Randomized Control Trials
CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies View citations (1)
Also in Papers, arXiv.org (2016) View citations (1)
CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies (2017) View citations (4)
IZA Discussion Papers, Institute of Labor Economics (IZA) (2016) View citations (1)
CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies (2016) View citations (1)
CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies (2017) View citations (2)
2018
- Best Subset Binary Prediction
Papers, arXiv.org View citations (14)
Also in CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies (2017) View citations (5)
See also Journal Article in Journal of Econometrics (2018)
- High Dimensional Classification through $\ell_0$-Penalized Empirical Risk Minimization
Papers, arXiv.org View citations (2)
- Identifying Effects of Multivalued Treatments
Papers, arXiv.org View citations (4)
Also in CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies (2018) View citations (4)
CEPR Discussion Papers, C.E.P.R. Discussion Papers (2015) View citations (4)
CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies (2015) View citations (4)
See also Journal Article in Econometrica (2018)
- Property Rights and Fairness: A Tale of Two Koreas
Working Paper Series, Institute of Economic Research, Seoul National University
2017
- Breaking the curse of dimensionality in conditional moment inequalities for discrete choice models
CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies View citations (3)
Also in CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies (2015) View citations (3)
See also Journal Article in Journal of Econometrics (2019)
- Doubly robust uniform confidence band for the conditional average treatment effect function
LSE Research Online Documents on Economics, London School of Economics and Political Science, LSE Library View citations (22)
Also in CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies (2016) View citations (1)
Papers, arXiv.org (2016) View citations (1)
KIER Working Papers, Kyoto University, Institute of Economic Research (2016) View citations (2)
See also Journal Article in Journal of Applied Econometrics (2017)
- Exact computation of GMM estimators for instrumental variable quantile regression models
CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies View citations (9)
See also Journal Article in Journal of Applied Econometrics (2018)
2016
- Nonparametric estimation and inference under shape restrictions
CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies
Also in CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies (2015) View citations (3)
See also Journal Article in Journal of Econometrics (2017)
- Oracle Estimation of a Change Point in High Dimensional Quantile Regression
Papers, arXiv.org View citations (3)
See also Journal Article in Journal of the American Statistical Association (2018)
- Please Call Me John: Name Choice and the Assimilation of Immigrants in the United States, 1900-1930
IZA Discussion Papers, Institute of Labor Economics (IZA) View citations (1)
Also in CReAM Discussion Paper Series, Centre for Research and Analysis of Migration (CReAM), Department of Economics, University College London (2016) View citations (5)
CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies (2015) View citations (6)
See also Journal Article in Labour Economics (2020)
2014
- A contribution to the Reinhart and Rogoff debate: not 90 percent but maybe 30 percent
CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies View citations (1)
- Implementing intersection bounds in Stata
CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies
Also in CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies (2013) View citations (1)
See also Journal Article in Stata Journal (2015)
- International trends in technological progress: stylized facts from patent citations, 1980-2011
CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies View citations (2)
- Maximum score estimation with nonparametrically generated regressors
CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies View citations (5)
See also Journal Article in Econometrics Journal (2014)
- Recombinant innovation and the boundaries of the firm
CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies
See also Journal Article in International Journal of Industrial Organization (2017)
- TESTING FOR A GENERAL CLASS OF FUNCTIONAL INEQUALITIES
KIER Working Papers, Kyoto University, Institute of Economic Research View citations (4)
Also in CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies (2014) View citations (4)
See also Journal Article in Econometric Theory (2018)
- The identification power of smoothness assumptions in models with counterfactual outcomes
CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies
See also Journal Article in Quantitative Economics (2018)
- The lasso for high-dimensional regression with a possible change-point
CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies View citations (4)
See also Journal Article in Journal of the Royal Statistical Society Series B (2016)
2013
- Do Institutions Affect Social Preferences? Evidence from Divided Korea
IZA Discussion Papers, Institute of Labor Economics (IZA) View citations (2)
Also in CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies (2013) View citations (2)
See also Journal Article in Journal of Comparative Economics (2017)
- Maximum score estimation of preference parameters for a binary choice model under uncertainty
CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies
2012
- Intersection bounds: estimation and inference
CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies View citations (2)
Also in CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies (2009) View citations (47)
CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies (2011) View citations (2)
See also Journal Article in Econometrica (2013)
- Local Identification of Nonparametric and Semiparametric Models
Cowles Foundation Discussion Papers, Cowles Foundation for Research in Economics, Yale University
Also in CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies (2012)
CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies (2011) View citations (2)
Cowles Foundation Discussion Papers, Cowles Foundation for Research in Economics, Yale University (2011) View citations (3)
See also Journal Article in Econometrica (2014)
2011
- Does It Matter Who Responded to the Survey? Trends in the U.S. Gender Earnings Gap Revisited
IZA Discussion Papers, Institute of Labor Economics (IZA)
Also in CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies (2011) View citations (2)
See also Journal Article in ILR Review (2012)
- Is distance dying at last? Falling home bias in fixed effects models of patent citations
CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies View citations (37)
Also in LSE Research Online Documents on Economics, London School of Economics and Political Science, LSE Library (2007) View citations (10)
CEPR Discussion Papers, C.E.P.R. Discussion Papers (2007) View citations (15)
LSE Research Online Documents on Economics, London School of Economics and Political Science, LSE Library (2007) View citations (9)
CEP Discussion Papers, Centre for Economic Performance, LSE (2007) View citations (15)
NBER Working Papers, National Bureau of Economic Research, Inc (2007) View citations (18)
See also Journal Article in Quantitative Economics (2011)
- Nonparametric Identification of Accelerated Failure Time Competing Risks Models
Boston College Working Papers in Economics, Boston College Department of Economics
Also in CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies (2010)
See also Journal Article in Econometric Theory (2013)
- Testing functional inequalities
CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies View citations (5)
See also Journal Article in Journal of Econometrics (2013)
2010
- Characterization of the asymptotic distribution of semiparametric M-estimators
Post-Print, HAL View citations (22)
Also in CIRJE F-Series, CIRJE, Faculty of Economics, University of Tokyo (2006) View citations (1)
CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies (2006) View citations (8)
See also Journal Article in Journal of Econometrics (2010)
- Testing for threshold effects in regression models
CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies View citations (11)
See also Journal Article in Journal of the American Statistical Association (2011)
- Trends in Quality Adjusted Skill Premia in the US, 1960-2000
CEPR Discussion Papers, C.E.P.R. Discussion Papers View citations (5)
- Trends in Quality-Adjusted Skill Premia in the United States, 1960-2000
IZA Discussion Papers, Institute of Labor Economics (IZA) View citations (1)
Also in CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies (2009) View citations (11)
See also Journal Article in American Economic Review (2011)
- Uniform confidence bands for functions estimated nonparametrically with instrumental variables
CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies
Also in CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies (2009) View citations (3)
See also Journal Article in Journal of Econometrics (2012)
2009
- Estimating distributions of potential outcomes using local instrumental variables with an application to changes in college enrollment and wage inequality
CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies View citations (51)
See also Journal Article in Journal of Econometrics (2009)
- Nonparametric Tests of Conditional Treatment Effects
Cowles Foundation Discussion Papers, Cowles Foundation for Research in Economics, Yale University View citations (14)
Also in CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies (2009) View citations (14)
2008
- Is Distance Dying at Last?
CentrePiece - The Magazine for Economic Performance, Centre for Economic Performance, LSE View citations (1)
Also in LSE Research Online Documents on Economics, London School of Economics and Political Science, LSE Library (2008) View citations (1)
- Testing for stochastic monotonicity
CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies View citations (1)
Also in STICERD - Econometrics Paper Series, Suntory and Toyota International Centres for Economics and Related Disciplines, LSE (2006)
LSE Research Online Documents on Economics, London School of Economics and Political Science, LSE Library (2006)
See also Journal Article in Econometrica (2009)
2007
- SEMIPARAMETRIC ESTIMATION OF A BINARYRESPONSE MODEL WITH A CHANGE-POINTDUE TO A COVARIATE THRESHOLD
STICERD - Econometrics Paper Series, Suntory and Toyota International Centres for Economics and Related Disciplines, LSE
Also in LSE Research Online Documents on Economics, London School of Economics and Political Science, LSE Library (2007)
See also Journal Article in Journal of Econometrics (2008)
- Testing a parametric quantile-regression model with an endogenous explanatory variable against a nonparametric alternative
CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies
See also Journal Article in Journal of Econometrics (2009)
2006
- Nonparametric instrumental variables estimation of a quantile regression model
CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies View citations (2)
See also Journal Article in Econometrica (2007)
2005
- Ability, sorting and wage inequality
CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies View citations (3)
- Identification of a competing risks model with unknown transformations of latent failure times
CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies View citations (1)
See also Journal Article in Biometrika (2006)
- Reform of Unemployment Compensation in Germany: A Nonparametric Bounds Analysis Using Register Data
ZEW Discussion Papers, ZEW - Leibniz Centre for European Economic Research View citations (10)
Also in CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies (2005) View citations (10)
See also Journal Article in Journal of Business & Economic Statistics (2009)
2004
- Endogeneity in Quantile Regression Models: A Control Function Approach
Econometric Society 2004 North American Summer Meetings, Econometric Society View citations (18)
Also in CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies (2004) View citations (17)
See also Journal Article in Journal of Econometrics (2007)
- Nonparametric Estimation of an Additive Quantile Regression Model
Econometric Society 2004 Far Eastern Meetings, Econometric Society View citations (7)
Also in CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies (2004) View citations (7)
See also Journal Article in Journal of the American Statistical Association (2005)
2003
- Estimating panel data duration models with censored data
CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies View citations (4)
See also Journal Article in Econometric Theory (2008)
2002
- Semiparametric Estimation of a Panel Data Proportional Hazards Model with Fixed Effects
10th International Conference on Panel Data, Berlin, July 5-6, 2002, International Conferences on Panel Data View citations (2)
Also in CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies (2002) View citations (1)
See also Journal Article in Journal of Econometrics (2004)
Journal Articles
2021
- Sparse HP filter: Finding kinks in the COVID-19 contact rate
Journal of Econometrics, 2021, 220, (1), 158-180
See also Working Paper (2020)
2020
- A tale of two Koreas: Property rights and fairness
Journal of Economic Behavior & Organization, 2020, 170, (C), 112-130
- DESPERATE TIMES CALL FOR DESPERATE MEASURES: GOVERNMENT SPENDING MULTIPLIERS IN HARD TIMES
Economic Inquiry, 2020, 58, (4), 1949-1957
See also Working Paper (2020)
- Please call me John: Name choice and the assimilation of immigrants in the United States, 1900–1930
Labour Economics, 2020, 62, (C) View citations (4)
See also Working Paper (2016)
2019
- Breaking the curse of dimensionality in conditional moment inequalities for discrete choice models
Journal of Econometrics, 2019, 210, (2), 482-497
See also Working Paper (2017)
2018
- Best subset binary prediction
Journal of Econometrics, 2018, 206, (1), 39-56 View citations (5)
See also Working Paper (2018)
- Exact computation of GMM estimators for instrumental variable quantile regression models
Journal of Applied Econometrics, 2018, 33, (4), 553-567 View citations (7)
See also Working Paper (2017)
- Identifying Effects of Multivalued Treatments
Econometrica, 2018, 86, (6), 1939-1963 View citations (4)
See also Working Paper (2018)
- Oracle Estimation of a Change Point in High-Dimensional Quantile Regression
Journal of the American Statistical Association, 2018, 113, (523), 1184-1194 View citations (4)
See also Working Paper (2016)
- TESTING FOR A GENERAL CLASS OF FUNCTIONAL INEQUALITIES
Econometric Theory, 2018, 34, (5), 1018-1064 View citations (7)
See also Working Paper (2014)
- The identification power of smoothness assumptions in models with counterfactual outcomes
Quantitative Economics, 2018, 9, (2), 617-642 View citations (1)
See also Working Paper (2014)
2017
- Correction
Journal of the American Statistical Association, 2017, 112, (518), 883-883
- Do Institutions Affect Social Preferences? Evidence from Divided Korea
Journal of Comparative Economics, 2017, 45, (4), 865-888 View citations (5)
See also Working Paper (2013)
- Doubly robust uniform confidence band for the conditional average treatment effect function
Journal of Applied Econometrics, 2017, 32, (7), 1207-1225 View citations (21)
See also Working Paper (2017)
- International Trends in Technological Progress: Evidence from Patent Citations, 1980–2011
Economic Journal, 2017, 127, (605), F50-F70 View citations (1)
- Nonparametric estimation and inference under shape restrictions
Journal of Econometrics, 2017, 201, (1), 108-126 View citations (6)
See also Working Paper (2016)
- Recombinant innovation and the boundaries of the firm
International Journal of Industrial Organization, 2017, 50, (C), 34-56 View citations (1)
See also Working Paper (2014)
- Testing for a Debt‐Threshold Effect on Output Growth
Fiscal Studies, 2017, 38, 701-717 View citations (7)
2016
- The lasso for high dimensional regression with a possible change point
Journal of the Royal Statistical Society Series B, 2016, 78, (1), 193-210 View citations (9)
See also Working Paper (2014)
2015
- Implementing intersection bounds in Stata
Stata Journal, 2015, 15, (1), 21-44 View citations (4)
See also Working Paper (2014)
- Nonparametric tests of conditional treatment effects with an application to single‐sex schooling on academic achievements
Econometrics Journal, 2015, 18, (3), 307-346 View citations (5)
2014
- Advances in Robust and Flexible Inference in Econometrics: A Special Issue in Honour of Joel L. Horowitz
Econometrics Journal, 2014, 17, (2), Si-Sii
- Local Identification of Nonparametric and Semiparametric Models
Econometrica, 2014, 82, (2), 785-809 View citations (26)
See also Working Paper (2012)
- Maximum score estimation with nonparametrically generated regressors
Econometrics Journal, 2014, 17, (3), 271-300 View citations (3)
See also Working Paper (2014)
2013
- Intersection Bounds: Estimation and Inference
Econometrica, 2013, 81, (2), 667-737 View citations (110)
See also Working Paper (2012)
- NONPARAMETRIC IDENTIFICATION OF ACCELERATED FAILURE TIME COMPETING RISKS MODELS
Econometric Theory, 2013, 29, (5), 905-919 View citations (15)
See also Working Paper (2011)
- Testing functional inequalities
Journal of Econometrics, 2013, 172, (1), 14-32 View citations (25)
See also Working Paper (2011)
2012
- Does it Matter WHO Responded to the Survey? Trends in the U.S. Gender Earnings Gap Revisited
ILR Review, 2012, 65, (1), 148-160 View citations (2)
See also Working Paper (2011)
- Uniform confidence bands for functions estimated nonparametrically with instrumental variables
Journal of Econometrics, 2012, 168, (2), 175-188 View citations (30)
See also Working Paper (2010)
2011
- Is distance dying at last? Falling home bias in fixed‐effects models of patent citations
Quantitative Economics, 2011, 2, (2), 211-249 View citations (37)
See also Working Paper (2011)
- Testing for Threshold Effects in Regression Models
Journal of the American Statistical Association, 2011, 106, (493), 220-231 View citations (21)
See also Working Paper (2010)
- Trends in Quality-Adjusted Skill Premia in the United States, 1960-2000
American Economic Review, 2011, 101, (6), 2309-49 View citations (44)
See also Working Paper (2010)
2010
- Characterization of the asymptotic distribution of semiparametric M-estimators
Journal of Econometrics, 2010, 159, (2), 252-266 View citations (31)
See also Working Paper (2010)
2009
- Estimating distributions of potential outcomes using local instrumental variables with an application to changes in college enrollment and wage inequality
Journal of Econometrics, 2009, 149, (2), 191-208 View citations (48)
See also Working Paper (2009)
- Reform of Unemployment Compensation in Germany: A Nonparametric Bounds Analysis Using Register Data
Journal of Business & Economic Statistics, 2009, 27, (2), 193-205 View citations (16)
See also Working Paper (2005)
- Testing a parametric quantile-regression model with an endogenous explanatory variable against a nonparametric alternative
Journal of Econometrics, 2009, 152, (2), 141-152 View citations (3)
See also Working Paper (2007)
- Testing for Stochastic Monotonicity
Econometrica, 2009, 77, (2), 585-602 View citations (26)
See also Working Paper (2008)
2008
- ESTIMATING PANEL DATA DURATION MODELS WITH CENSORED DATA
Econometric Theory, 2008, 24, (5), 1254-1276 View citations (8)
See also Working Paper (2003)
- Semiparametric estimation of a binary response model with a change-point due to a covariate threshold
Journal of Econometrics, 2008, 144, (2), 492-499 View citations (5)
See also Working Paper (2007)
2007
- Endogeneity in quantile regression models: A control function approach
Journal of Econometrics, 2007, 141, (2), 1131-1158 View citations (120)
See also Working Paper (2004)
- Nonparametric Instrumental Variables Estimation of a Quantile Regression Model
Econometrica, 2007, 75, (4), 1191-1208 View citations (76)
See also Working Paper (2006)
2006
- Identification of a competing risks model with unknown transformations of latent failure times
Biometrika, 2006, 93, (4), 996-1002 View citations (6)
See also Working Paper (2005)
2005
- Nonparametric Estimation of an Additive Quantile Regression Model
Journal of the American Statistical Association, 2005, 100, 1238-1249 View citations (53)
See also Working Paper (2004)
2004
- Semiparametric estimation of a panel data proportional hazards model with fixed effects
Journal of Econometrics, 2004, 119, (1), 155-198 View citations (25)
See also Working Paper (2002)
2003
- EFFICIENT SEMIPARAMETRIC ESTIMATION OF A PARTIALLY LINEAR QUANTILE REGRESSION MODEL
Econometric Theory, 2003, 19, (1), 1-31 View citations (44)
Software Items
2021
- PERSUASIO: Stata module to estimate the effect of persuasion and conduct inference
Statistical Software Components, Boston College Department of Economics
2020
- DRCATE: Stata module to estimate and plot conditional average treatment effect functions with uniform confidence bands using a doubly robust method
Statistical Software Components, Boston College Department of Economics
2014
- CLRBOUND: Stata module to perform estimation and inference on intersection bounds
Statistical Software Components, Boston College Department of Economics
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