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Details about Myoung-jae Lee

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Homepage:https://sites.google.com/site/mjleeku/cv
Workplace:Department of Economics, Korea University, (more information at EDIRC)

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Last updated 2025-03-14. Update your information in the RePEc Author Service.

Short-id: ple484


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Working Papers

2023

  1. Difference in Differences and Ratio in Ratios for Limited Dependent Variables
    Papers, arXiv.org Downloads View citations (2)

2019

  1. Regression Discontinuity with Integer Running Variable and Non-Integer Cutoff: Dental Care Program Effect on Expenditure
    Health, Econometrics and Data Group (HEDG) Working Papers, HEDG, c/o Department of Economics, University of York Downloads

2017

  1. The effect of fertility timing on labor market work duration
    Working Paper Series, IFAU - Institute for Evaluation of Labour Market and Education Policy Downloads

2016

  1. Generalized Difference in Differences for Ordinal Responses with a Varying Number of Categories
    Health, Econometrics and Data Group (HEDG) Working Papers, HEDG, c/o Department of Economics, University of York Downloads
  2. On Nonparametric Identification of Treatment Effects in Duration Models
    IZA Discussion Papers, Institute of Labor Economics (IZA) Downloads

2013

  1. A Simple Approach to Treatment Effects on Durations When the Treatment Timing is Chosen
    IZA Discussion Papers, Institute of Labor Economics (IZA) Downloads View citations (2)
  2. Difference in Differences for Stayers and Movers with a Time-Varying QualiÂ…cation
    Health, Econometrics and Data Group (HEDG) Working Papers, HEDG, c/o Department of Economics, University of York Downloads

2011

  1. Effects of Informal Family Care on Formal Health Care: Zero-Inflated Endogenous Count for Censored Response
    Health, Econometrics and Data Group (HEDG) Working Papers, HEDG, c/o Department of Economics, University of York Downloads View citations (1)

2010

  1. The WTO Trade Effect
    Working Papers, Singapore Management University, School of Economics Downloads View citations (1)
    Also in DEGIT Conference Papers, DEGIT, Dynamics, Economic Growth, and International Trade (2008) Downloads View citations (15)
    Trade Working Papers, East Asian Bureau of Economic Research (2007) Downloads View citations (8)
    Working Papers, Singapore Management University, School of Economics (2007) Downloads View citations (10)

    See also Journal Article The WTO trade effect, Journal of International Economics, Elsevier (2011) Downloads View citations (45) (2011)

2009

  1. Dynamic Treatment Effect Analysis of TV Effects on Child Cognitive Development
    Discussion Paper Series, Institute of Economic Research, Korea University Downloads
    Also in Working Papers, Singapore Management University, School of Economics (2007) Downloads View citations (7)
    Development Economics Working Papers, East Asian Bureau of Economic Research (2007) Downloads

    See also Journal Article Dynamic treatment effect analysis of TV effects on child cognitive development, Journal of Applied Econometrics, John Wiley & Sons, Ltd. (2010) Downloads View citations (12) (2010)
  2. Lose Weight for Money Only if Over-Weight: Marginal Integration for Semi-Linear Panel Models
    Health, Econometrics and Data Group (HEDG) Working Papers, HEDG, c/o Department of Economics, University of York Downloads View citations (1)
  3. Performance of Various Estimators for Censored Response Models with Endogenous Regressors
    Discussion Paper Series, Institute of Economic Research, Korea University Downloads
    See also Journal Article PERFORMANCE OF VARIOUS ESTIMATORS FOR CENSORED RESPONSE MODELS WITH ENDOGENOUS REGRESSORS, Pacific Economic Review, Wiley Blackwell (2010) Downloads View citations (3) (2010)
  4. Strategic Voting and Multinomial Choice In US Presidential Elections
    Discussion Paper Series, Institute of Economic Research, Korea University Downloads

2007

  1. Difference in Generalized-Differences with Panel Data: Effects of Moving from Private to Public School on Test Scores
    Discussion Paper Series, Institute of Economic Research, Korea University Downloads
  2. Method-of-Moment View of Linear Simultaneous Equation Systems
    Discussion Paper Series, Institute of Economic Research, Korea University Downloads
    See also Journal Article Method‐of‐moment view of linear simultaneous equation systems, Statistica Neerlandica, Netherlands Society for Statistics and Operations Research (2008) Downloads View citations (1) (2008)
  3. SENSITIVITY ANALYSIS OF JOB-TRAINING EFFECTS ON REEMPLOYMENT FOR KOREAN WOMEN
    Discussion Paper Series, Institute of Economic Research, Korea University Downloads
    See also Journal Article Sensitivity analysis of job-training effects on reemployment for Korean women, Empirical Economics, Springer (2009) Downloads View citations (8) (2009)

2006

  1. Protection for Sale Under Monopolistic Competition: An Empirical Investigation
    Microeconomics Working Papers, East Asian Bureau of Economic Research Downloads
    Also in Working Papers, Singapore Management University, School of Economics (2006) Downloads

2005

  1. Non-market Leadership Experience and Labor Market Success: Evidence From Military Rank
    Labor Economics Working Papers, East Asian Bureau of Economic Research Downloads
    Also in Working Papers, Singapore Management University, School of Economics (2005) Downloads

2002

  1. Nonparametric Derivative Estimation for Related-Effect Panel Data
    10th International Conference on Panel Data, Berlin, July 5-6, 2002, International Conferences on Panel Data Downloads

1996

  1. A Root-N Consistent Semiparametric Estimator for Fixed Effect Binary Response Panel Data
    Discussion Paper, Tilburg University, Center for Economic Research Downloads
    Also in Other publications TiSEM, Tilburg University, School of Economics and Management (1996) Downloads
  2. Instrumental Variable Estimation for Linear Panel Data Models
    Discussion Paper, Tilburg University, Center for Economic Research Downloads
    Also in Other publications TiSEM, Tilburg University, School of Economics and Management (1996) Downloads

1990

  1. MEDIAN REGRESSION FOR ORDERED DISCRETE RESPONSE
    Working Papers, Pennsylvania State - Department of Economics
    See also Journal Article Median regression for ordered discrete response, Journal of Econometrics, Elsevier (1992) Downloads View citations (32) (1992)
  2. Nonparametric Panel Data Analysis of the Inverse U- Hypothesis
    Working Papers, Pennsylvania State - Department of Economics
  3. QUADRATIC MODE REGRESSION
    Working Papers, Pennsylvania State - Department of Economics
    See also Journal Article Quadratic mode regression, Journal of Econometrics, Elsevier (1993) Downloads View citations (33) (1993)
  4. SEMIPARAMETRIC ESTIMATION OF TECHNICAL EFFICIENCY IN ELECTRIC UTILITIES
    Working Papers, Pennsylvania State - Department of Economics

Journal Articles

2025

  1. Linear Probability Model Revisited: Why It Works and How It Should Be Specified
    Sociological Methods & Research, 2025, 54, (1), 173-186 Downloads

2024

  1. Direct, indirect, and interaction effects based on principal stratification with a binary mediator
    Journal of Causal Inference, 2024, 12, (1), 16 Downloads
  2. Estimation of network treatment effects with non-ignorable missing confounders
    Journal of Causal Inference, 2024, 12, (1), 16 Downloads
  3. Instrument-residual estimator for multi-valued instruments under full monotonicity
    Statistics & Probability Letters, 2024, 213, (C) Downloads
  4. Ordinary least squares and instrumental-variables estimators for any outcome and heterogeneity
    Stata Journal, 2024, 24, (1), 72-92 Downloads View citations (2)

2023

  1. Complier and monotonicity for Fuzzy Multi-score Regression Discontinuity with partial effects
    Economics Letters, 2023, 228, (C) Downloads View citations (1)
  2. Endogenous treatment effect for any response conditional on control propensity score
    Statistics & Probability Letters, 2023, 196, (C) Downloads View citations (1)
  3. Minimally capturing heterogeneous complier effect of endogenous treatment for any outcome variable
    Journal of Causal Inference, 2023, 11, (1), 25 Downloads
  4. Quasi-randomization by survey date for policy analysis
    Oxford Economic Papers, 2023, 75, (2), 507-525 Downloads
  5. Regression Discontinuity for Binary Response and Local Maximum Likelihood Estimator to Extrapolate Treatment
    Evaluation Review, 2023, 47, (2), 182-208 Downloads
  6. Regression Discontinuity with Integer Score and Non-Integer Cutoff
    Korean Economic Review, 2023, 39, 73-101 Downloads

2022

  1. Finding mover–stayer quantile difference due to unobservables using quantile selection corrections
    Bulletin of Economic Research, 2022, 74, (3), 704-721 Downloads
  2. Review and comparison of treatment effect estimators using propensity and prognostic scores
    The International Journal of Biostatistics, 2022, 18, (2), 357-380 Downloads

2021

  1. Instrument residual estimator for any response variable with endogenous binary treatment
    Journal of the Royal Statistical Society Series B, 2021, 83, (3), 612-635 Downloads View citations (3)

2020

  1. A simple makeover can increase bus ridership: The story of Tayo bus
    Transport Policy, 2020, 97, (C), 103-112 Downloads View citations (1)
  2. Finding correct elasticities in log-linear and exponential models allowing heteroskedasticity
    Studies in Nonlinear Dynamics & Econometrics, 2020, 25, (3), 81-91 Downloads View citations (1)
  3. Review on Difference in Differences
    Korean Economic Review, 2020, 36, 135-173 Downloads View citations (6)

2019

  1. Difference in differences in reverse
    Empirical Economics, 2019, 57, (3), 705-725 Downloads View citations (8)
  2. Double robustness without weighting
    Statistics & Probability Letters, 2019, 146, (C), 175-180 Downloads View citations (1)
  3. Practical causal analysis for the treatment timing effect on doubly censored duration: effect of fertility on work span
    Journal of the Royal Statistical Society Series A, 2019, 182, (4), 1561-1585 Downloads View citations (2)
  4. Twins are more different than commonly believed, but made less different by compensating behaviors
    Economics & Human Biology, 2019, 35, (C), 18-31 Downloads View citations (1)
  5. Verifying reference-dependent utility and loss aversion with Fukushima nuclear-disaster natural experiment
    Journal of the Japanese and International Economies, 2019, 52, (C), 78-89 Downloads View citations (1)

2018

  1. Minimum distance estimator for sharp regression discontinuity with multiple running variables
    Economics Letters, 2018, 162, (C), 10-14 Downloads View citations (8)
  2. Regression Discontinuity with Multiple Running Variables Allowing Partial Effects
    Political Analysis, 2018, 26, (3), 258-274 Downloads View citations (11)
  3. Relaxing conditions for local average treatment effect in fuzzy regression discontinuity
    Economics Letters, 2018, 173, (C), 47-50 Downloads View citations (7)
  4. Simple least squares estimator for treatment effects using propensity score residuals
    Biometrika, 2018, 105, (1), 149-164 Downloads View citations (7)
  5. THE EFFECTS OF EDUCATION ON FERTILITY: EVIDENCE FROM TAIWAN
    Economic Inquiry, 2018, 56, (1), 343-357 Downloads View citations (13)

2017

  1. Control Function Approach for Partly Ordered Endogenous Treatments: Military Rank Premium in Wage
    Oxford Bulletin of Economics and Statistics, 2017, 79, (6), 1176-1194 Downloads View citations (1)
  2. Extensive and intensive margin effects in sample selection models: racial effects on wages
    Journal of the Royal Statistical Society Series A, 2017, 180, (3), 817-839 Downloads View citations (6)
  3. Ordinal response generalized difference in differences with varying categories: The health effect of a disability program in Korea
    Health Economics, 2017, 26, (9), 1123-1131 Downloads View citations (1)
  4. Regression Discontinuity with Errors in the Running Variable: Effect on Truthful Margin
    Journal of Econometric Methods, 2017, 6, (1), 8 Downloads View citations (2)
  5. Regression discontinuity: review with extensions
    Statistical Papers, 2017, 58, (4), 1217-1246 Downloads View citations (12)

2016

  1. Generalized Difference in Differences With Panel Data and Least Squares Estimator
    Sociological Methods & Research, 2016, 45, (1), 134-157 Downloads View citations (9)
  2. Regression-Kink Approach for Wage Effect on Male Work Hours
    Oxford Bulletin of Economics and Statistics, 2016, 78, (3), 424-442 Downloads View citations (2)

2015

  1. Panel conditional and multinomial logit with time-varying parameters
    Studies in Nonlinear Dynamics & Econometrics, 2015, 19, (3), 317-337 Downloads View citations (2)
  2. Reference parameters in Blinder-Oaxaca decomposition: Pooled-sample versus intercept-shift approaches
    The Journal of Economic Inequality, 2015, 13, (1), 69-82 Downloads View citations (4)
  3. Trimmed and winsorized semiparametric estimator for left-truncated and right-censored regression models
    Metrika: International Journal for Theoretical and Applied Statistics, 2015, 78, (4), 485-495 Downloads

2014

  1. DIFFERENCE IN DIFFERENCES FOR STAYERS WITH A TIME‐VARYING QUALIFICATION: HEALTH EXPENDITURE ELASTICITY OF THE ELDERLY
    Health Economics, 2014, 23, (9), 1134-1145 Downloads View citations (1)
  2. Estimation of Binary Response Models With Endogenous Regressors
    Pacific Economic Review, 2014, 19, (4), 502-530 Downloads View citations (3)

2012

  1. Bounding endogenous regressor coefficients using moment inequalities and generalized instruments
    Statistica Neerlandica, 2012, 66, (2), 161-182 Downloads View citations (4)
  2. Finding dynamic treatment effects under anticipation: the effects of spanking on behaviour
    Journal of the Royal Statistical Society Series A, 2012, 175, (2), 535-567 Downloads View citations (2)
  3. Lose weight for a raise only if overweight: Marginal integration for semi‐linear panel models
    Journal of Applied Econometrics, 2012, 27, (4), 666-685 Downloads View citations (7)
  4. Semiparametric Estimators for Limited Dependent Variable (LDV) Models with Endogenous Regressors
    Econometric Reviews, 2012, 31, (2), 171-214 Downloads View citations (6)
  5. Treatment effect analysis of early reemployment bonus program: panel MLE and mode-based semiparametric estimator for interval truncation
    Portuguese Economic Journal, 2012, 11, (3), 189-209 Downloads View citations (1)
  6. Treatment effects in sample selection models and their nonparametric estimation
    Journal of Econometrics, 2012, 167, (2), 317-329 Downloads View citations (7)
  7. ZERO‐INFLATED ENDOGENOUS COUNT IN CENSORED MODEL: EFFECTS OF INFORMAL FAMILY CARE ON FORMAL HEALTH CARE
    Health Economics, 2012, 21, (9), 1119-1133 Downloads View citations (10)

2011

  1. The WTO trade effect
    Journal of International Economics, 2011, 85, (1), 53-71 Downloads View citations (45)
    See also Working Paper The WTO Trade Effect, Working Papers (2010) Downloads View citations (1) (2010)

2010

  1. Dynamic treatment effect analysis of TV effects on child cognitive development
    Journal of Applied Econometrics, 2010, 25, (3), 392-419 Downloads View citations (12)
    See also Working Paper Dynamic Treatment Effect Analysis of TV Effects on Child Cognitive Development, Discussion Paper Series (2009) Downloads (2009)
  2. Measuring the usage effects of tying a messenger to Windows: a treatment effect approach
    Journal of the Royal Statistical Society Series A, 2010, 173, (1), 237-253 Downloads
  3. PERFORMANCE OF VARIOUS ESTIMATORS FOR CENSORED RESPONSE MODELS WITH ENDOGENOUS REGRESSORS
    Pacific Economic Review, 2010, 15, (4), 447-463 Downloads View citations (3)
    See also Working Paper Performance of Various Estimators for Censored Response Models with Endogenous Regressors, Discussion Paper Series (2009) Downloads (2009)

2009

  1. DOES TELEVISION VIEWING AFFECT CHILDREN'S BEHAVIOUR?
    Pacific Economic Review, 2009, 14, (4), 474-501 Downloads
  2. Non‐parametric tests for distributional treatment effect for randomly censored responses
    Journal of the Royal Statistical Society Series B, 2009, 71, (1), 243-264 Downloads View citations (6)
  3. Sensitivity analysis of job-training effects on reemployment for Korean women
    Empirical Economics, 2009, 36, (1), 81-107 Downloads View citations (8)
    See also Working Paper SENSITIVITY ANALYSIS OF JOB-TRAINING EFFECTS ON REEMPLOYMENT FOR KOREAN WOMEN, Discussion Paper Series (2007) Downloads (2007)

2008

  1. Method‐of‐moment view of linear simultaneous equation systems
    Statistica Neerlandica, 2008, 62, (2), 230-238 Downloads View citations (1)
    See also Working Paper Method-of-Moment View of Linear Simultaneous Equation Systems, Discussion Paper Series (2007) Downloads (2007)
  2. The Analysis of daily Korea call rate (in Korean)
    Economic Analysis (Quarterly), 2008, 14, (4), 85-112 Downloads

2007

  1. Avoiding arbitrary exclusion restrictions using ratios of reduced-form estimates
    Empirical Economics, 2007, 33, (2), 339-357 Downloads View citations (1)
  2. Effects of ability mixing in high school on adulthood earnings: quasiexperimental evidence from South Korea
    Journal of Population Economics, 2007, 20, (2), 269-297 Downloads View citations (13)
  3. Finding the best treatment under heavy censoring and hidden bias
    Journal of the Royal Statistical Society Series A, 2007, 170, (1), 133-147 Downloads View citations (7)
  4. Multinomial choice and nonparametric average derivatives
    Transportation Research Part B: Methodological, 2007, 41, (1), 63-81 Downloads View citations (2)

2006

  1. A semi-parametric estimator for censored selection models with endogeneity
    Journal of Econometrics, 2006, 130, (2), 235-252 Downloads View citations (9)
  2. Identification for difference in differences with cross-section and panel data
    Economics Letters, 2006, 92, (2), 270-276 Downloads View citations (32)

2005

  1. Analysis of Labour Participation Behaviour of Korean Women with Dynamic Probit and Conditional Logit
    Oxford Bulletin of Economics and Statistics, 2005, 67, (1), 71-91 Downloads View citations (14)
  2. Analysis of job-training effects on Korean women
    Journal of Applied Econometrics, 2005, 20, (4), 549-562 Downloads View citations (9)
    Also in Journal of Applied Econometrics, 2005, 20, (4), 549-562 (2005) Downloads
  3. Drift and diffusion function specification for short-term interest rates
    Economics Letters, 2005, 86, (3), 339-346 Downloads
  4. Monotonicity Conditions and Inequality Imputation for Sample-Selection and Non-Response Problems
    Econometric Reviews, 2005, 24, (2), 175-194 Downloads View citations (1)
  5. Simultaneous equations in ordered discrete responses with regressor-dependent thresholds
    Econometrics Journal, 2005, 8, (2), 176-196 View citations (7)

2004

  1. EFFICIENCY GAINS OF SYSTEM GMM AND MDE OVER INDIVIDUAL EQUATION ESTIMATION*
    The Japanese Economic Review, 2004, 55, (4), 451-459 Downloads View citations (2)
  2. Selection correction and sensitivity analysis for ordered treatment effect on count response
    Journal of Applied Econometrics, 2004, 19, (3), 323-337 Downloads View citations (5)

2003

  1. Analysis of private transfers with panel fixed-effect censored model estimator
    Economics Letters, 2003, 80, (2), 233-237 Downloads View citations (7)
  2. Exclusion Bias in Sample‐Selection Model Estimators
    The Japanese Economic Review, 2003, 54, (2), 229-236 Downloads View citations (1)
  3. Hedonic price index estimation under mean-independence of time dummies from quality characteristics
    Econometrics Journal, 2003, 6, (1), 28-45 View citations (3)

2002

  1. Validity of LSE for trimmed and differenced panel data due to absorbing attrition
    Economics Letters, 2002, 74, (2), 251-256 Downloads

2001

  1. First-difference estimator for panel censored-selection models
    Economics Letters, 2001, 70, (1), 43-49 Downloads View citations (15)
  2. Proportional treatment effects for count response panel data: effects of binary exercise on health care demand
    Health Economics, 2001, 10, (5), 411-428 Downloads View citations (20)

2000

  1. Median treatment effect in randomized trials
    Journal of the Royal Statistical Society Series B, 2000, 62, (3), 595-604 Downloads View citations (13)

1999

  1. A Root-N Consistent Semiparametric Estimator for Related-Effect Binary Response Panel Data
    Econometrica, 1999, 67, (2), 427-434 View citations (22)

1998

  1. Bounding quantiles in sample selection models
    Economics Letters, 1998, 61, (1), 29-35 Downloads View citations (4)
  2. Introduction: application of semiparametric methods for micro-data
    Journal of Applied Econometrics, 1998, 13, (5), 431-433 Downloads View citations (1)
  3. Semiparametric econometric estimators for a truncated regression model: a review with an extension
    Statistica Neerlandica, 1998, 52, (2), 200-225 Downloads View citations (9)

1997

  1. A limited dependent variable model under median rationality
    Economics Letters, 1997, 54, (3), 221-225 Downloads

1996

  1. Nonparametric Two-Stage Estimation of Simultaneous Equations with Limited Endogenous Regressors
    Econometric Theory, 1996, 12, (2), 305-330 Downloads View citations (11)
  2. Off-Farm Work Decisions of Farm Couples: Estimating Structural Simultaneous Equations with Ordered Categorical Dependent Variables
    American Journal of Agricultural Economics, 1996, 78, (3), 687-698 Downloads View citations (20)

1995

  1. Semi-parametric Estimation of Simultaneous Equations with Limited Dependent Variables: A Case Study of Female Labour Supply
    Journal of Applied Econometrics, 1995, 10, (2), 187-200 Downloads View citations (25)

1993

  1. Quadratic mode regression
    Journal of Econometrics, 1993, 57, (1-3), 1-19 Downloads View citations (33)
    See also Working Paper QUADRATIC MODE REGRESSION, Working Papers (1990) (1990)

1992

  1. Median regression for ordered discrete response
    Journal of Econometrics, 1992, 51, (1-2), 59-77 Downloads View citations (32)
    See also Working Paper MEDIAN REGRESSION FOR ORDERED DISCRETE RESPONSE, Working Papers (1990) (1990)
  2. Winsorized Mean Estimator for Censored Regression
    Econometric Theory, 1992, 8, (3), 368-382 Downloads View citations (10)

1989

  1. Mode regression
    Journal of Econometrics, 1989, 42, (3), 337-349 Downloads View citations (15)

Books

2016

  1. Matching, Regression Discontinuity, Difference in Differences, and Beyond
    OUP Catalogue, Oxford University Press View citations (43)

2005

  1. Micro-Econometrics for Policy, Program and Treatment Effects
    OUP Catalogue, Oxford University Press View citations (187)

Chapters

2011

  1. Likelihood-Based Estimators for Endogenous or Truncated Samples in Standard Stratified Sampling
    A chapter in Missing Data Methods: Cross-sectional Methods and Applications, 2011, pp 63-91 Downloads
 
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