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)

Access statistics for papers by Myoung-jae Lee.

Last updated 2025-05-16. 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 View citations (2)

2019

2. 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

2017

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

2016

4. 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
5. On Nonparametric Identification of Treatment Effects in Duration Models
   IZA Discussion Papers, Institute of Labor Economics (IZA)

2013

6. A Simple Approach to Treatment Effects on Durations When the Treatment Timing is Chosen
   IZA Discussion Papers, Institute of Labor Economics (IZA) View citations (2)
7. 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

2011

8. 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 View citations (1)

2010

9. The WTO Trade Effect
   Working Papers, Singapore Management University, School of Economics View citations (1)
   Also in Working Papers, Singapore Management University, School of Economics (2007) View citations (10)
   DEGIT Conference Papers, DEGIT, Dynamics, Economic Growth, and International Trade (2008) View citations (15)
   Trade Working Papers, East Asian Bureau of Economic Research (2007) View citations (8)
   See also Journal Article The WTO trade effect, Journal of International Economics, Elsevier (2011) View citations (47) (2011)

2009

10. Dynamic Treatment Effect Analysis of TV Effects on Child Cognitive Development
    Discussion Paper Series, Institute of Economic Research, Korea University
    Also in Working Papers, Singapore Management University, School of Economics (2007) View citations (7)
    Development Economics Working Papers, East Asian Bureau of Economic Research (2007)
    See also Journal Article Dynamic treatment effect analysis of TV effects on child cognitive development, Journal of Applied Econometrics, John Wiley & Sons, Ltd. (2010) View citations (13) (2010)
11. 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 View citations (1)
12. Performance of Various Estimators for Censored Response Models with Endogenous Regressors
    Discussion Paper Series, Institute of Economic Research, Korea University
    See also Journal Article PERFORMANCE OF VARIOUS ESTIMATORS FOR CENSORED RESPONSE MODELS WITH ENDOGENOUS REGRESSORS, Pacific Economic Review, Wiley Blackwell (2010) View citations (3) (2010)
13. Strategic Voting and Multinomial Choice In US Presidential Elections
    Discussion Paper Series, Institute of Economic Research, Korea University

2007

14. 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
15. Method-of-Moment View of Linear Simultaneous Equation Systems
    Discussion Paper Series, Institute of Economic Research, Korea University
    See also Journal Article Method‐of‐moment view of linear simultaneous equation systems, Statistica Neerlandica, Netherlands Society for Statistics and Operations Research (2008) View citations (1) (2008)
16. SENSITIVITY ANALYSIS OF JOB-TRAINING EFFECTS ON REEMPLOYMENT FOR KOREAN WOMEN
    Discussion Paper Series, Institute of Economic Research, Korea University
    See also Journal Article Sensitivity analysis of job-training effects on reemployment for Korean women, Empirical Economics, Springer (2009) View citations (8) (2009)

2006

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

2005

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

2002

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

1996

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

1990

22. 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) View citations (32) (1992)
23. Nonparametric Panel Data Analysis of the Inverse U- Hypothesis
    Working Papers, Pennsylvania State - Department of Economics
24. QUADRATIC MODE REGRESSION
    Working Papers, Pennsylvania State - Department of Economics
    See also Journal Article Quadratic mode regression, Journal of Econometrics, Elsevier (1993) View citations (35) (1993)
25. 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
2. Overlap-weighted difference-in-differences: A simple way to overcome poor propensity score overlap
   Economics Letters, 2025, 250, (C)

2024

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

2023

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

2022

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

2021

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

2020

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

2019

19. Difference in differences in reverse
    Empirical Economics, 2019, 57, (3), 705-725 View citations (9)
20. Double robustness without weighting
    Statistics & Probability Letters, 2019, 146, (C), 175-180 View citations (1)
21. 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 View citations (2)
22. Twins are more different than commonly believed, but made less different by compensating behaviors
    Economics & Human Biology, 2019, 35, (C), 18-31 View citations (1)
23. 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 View citations (1)

2018

24. Minimum distance estimator for sharp regression discontinuity with multiple running variables
    Economics Letters, 2018, 162, (C), 10-14 View citations (8)
25. Regression Discontinuity with Multiple Running Variables Allowing Partial Effects
    Political Analysis, 2018, 26, (3), 258-274 View citations (12)
26. Relaxing conditions for local average treatment effect in fuzzy regression discontinuity
    Economics Letters, 2018, 173, (C), 47-50 View citations (7)
27. Simple least squares estimator for treatment effects using propensity score residuals
    Biometrika, 2018, 105, (1), 149-164 View citations (9)
28. THE EFFECTS OF EDUCATION ON FERTILITY: EVIDENCE FROM TAIWAN
    Economic Inquiry, 2018, 56, (1), 343-357 View citations (15)

2017

29. Control Function Approach for Partly Ordered Endogenous Treatments: Military Rank Premium in Wage
    Oxford Bulletin of Economics and Statistics, 2017, 79, (6), 1176-1194 View citations (1)
30. 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 View citations (6)
31. 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 View citations (1)
32. Regression Discontinuity with Errors in the Running Variable: Effect on Truthful Margin
    Journal of Econometric Methods, 2017, 6, (1), 8 View citations (2)
33. Regression discontinuity: review with extensions
    Statistical Papers, 2017, 58, (4), 1217-1246 View citations (15)

2016

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

2015

36. Panel conditional and multinomial logit with time-varying parameters
    Studies in Nonlinear Dynamics & Econometrics, 2015, 19, (3), 317-337 View citations (2)
37. Reference parameters in Blinder-Oaxaca decomposition: Pooled-sample versus intercept-shift approaches
    The Journal of Economic Inequality, 2015, 13, (1), 69-82 View citations (4)
38. 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

2014

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

2012

41. Bounding endogenous regressor coefficients using moment inequalities and generalized instruments
    Statistica Neerlandica, 2012, 66, (2), 161-182 View citations (4)
42. 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 View citations (2)
43. Lose weight for a raise only if overweight: Marginal integration for semi‐linear panel models
    Journal of Applied Econometrics, 2012, 27, (4), 666-685 View citations (7)
44. Semiparametric Estimators for Limited Dependent Variable (LDV) Models with Endogenous Regressors
    Econometric Reviews, 2012, 31, (2), 171-214 View citations (6)
45. 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 View citations (1)
46. Treatment effects in sample selection models and their nonparametric estimation
    Journal of Econometrics, 2012, 167, (2), 317-329 View citations (7)
47. ZERO‐INFLATED ENDOGENOUS COUNT IN CENSORED MODEL: EFFECTS OF INFORMAL FAMILY CARE ON FORMAL HEALTH CARE
    Health Economics, 2012, 21, (9), 1119-1133 View citations (11)

2011

48. The WTO trade effect
    Journal of International Economics, 2011, 85, (1), 53-71 View citations (47)
    See also Working Paper The WTO Trade Effect, Working Papers (2010) View citations (1) (2010)

2010

49. Dynamic treatment effect analysis of TV effects on child cognitive development
    Journal of Applied Econometrics, 2010, 25, (3), 392-419 View citations (13)
    See also Working Paper Dynamic Treatment Effect Analysis of TV Effects on Child Cognitive Development, Discussion Paper Series (2009) (2009)
50. 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
51. PERFORMANCE OF VARIOUS ESTIMATORS FOR CENSORED RESPONSE MODELS WITH ENDOGENOUS REGRESSORS
    Pacific Economic Review, 2010, 15, (4), 447-463 View citations (3)
    See also Working Paper Performance of Various Estimators for Censored Response Models with Endogenous Regressors, Discussion Paper Series (2009) (2009)

2009

52. DOES TELEVISION VIEWING AFFECT CHILDREN'S BEHAVIOUR?
    Pacific Economic Review, 2009, 14, (4), 474-501
53. Non‐parametric tests for distributional treatment effect for randomly censored responses
    Journal of the Royal Statistical Society Series B, 2009, 71, (1), 243-264 View citations (7)
54. Sensitivity analysis of job-training effects on reemployment for Korean women
    Empirical Economics, 2009, 36, (1), 81-107 View citations (8)
    See also Working Paper SENSITIVITY ANALYSIS OF JOB-TRAINING EFFECTS ON REEMPLOYMENT FOR KOREAN WOMEN, Discussion Paper Series (2007) (2007)

2008

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

2007

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

2006

61. A semi-parametric estimator for censored selection models with endogeneity
    Journal of Econometrics, 2006, 130, (2), 235-252 View citations (10)
62. Identification for difference in differences with cross-section and panel data
    Economics Letters, 2006, 92, (2), 270-276 View citations (33)

2005

63. 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 View citations (14)
64. Analysis of job-training effects on Korean women
    Journal of Applied Econometrics, 2005, 20, (4), 549-562 View citations (9)
    Also in Journal of Applied Econometrics, 2005, 20, (4), 549-562 (2005)
65. Drift and diffusion function specification for short-term interest rates
    Economics Letters, 2005, 86, (3), 339-346
66. Monotonicity Conditions and Inequality Imputation for Sample-Selection and Non-Response Problems
    Econometric Reviews, 2005, 24, (2), 175-194 View citations (1)
67. Simultaneous equations in ordered discrete responses with regressor-dependent thresholds
    Econometrics Journal, 2005, 8, (2), 176-196 View citations (7)

2004

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

2003

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

2002

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

2001

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

2000

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

1999

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

1998

78. Bounding quantiles in sample selection models
    Economics Letters, 1998, 61, (1), 29-35 View citations (4)
79. Introduction: application of semiparametric methods for micro-data
    Journal of Applied Econometrics, 1998, 13, (5), 431-433 View citations (1)
80. Semiparametric econometric estimators for a truncated regression model: a review with an extension
    Statistica Neerlandica, 1998, 52, (2), 200-225 View citations (11)

1997

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

1996

82. Nonparametric Two-Stage Estimation of Simultaneous Equations with Limited Endogenous Regressors
    Econometric Theory, 1996, 12, (2), 305-330 View citations (11)
83. 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 View citations (21)

1995

84. 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 View citations (25)

1993

85. Quadratic mode regression
    Journal of Econometrics, 1993, 57, (1-3), 1-19 View citations (35)
    See also Working Paper QUADRATIC MODE REGRESSION, Working Papers (1990) (1990)

1992

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

1989

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

Books

2016

1. Matching, Regression Discontinuity, Difference in Differences, and Beyond
   OUP Catalogue, Oxford University Press View citations (46)

2005

2. Micro-Econometrics for Policy, Program and Treatment Effects
   OUP Catalogue, Oxford University Press View citations (192)

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