Details about Myoung-jae Lee
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Short-id: ple484
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Working Papers
2023
- Difference in Differences and Ratio in Ratios for Limited Dependent Variables
Papers, arXiv.org View citations (2)
2019
- 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
- The effect of fertility timing on labor market work duration
Working Paper Series, IFAU - Institute for Evaluation of Labour Market and Education Policy
2016
- 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
- On Nonparametric Identification of Treatment Effects in Duration Models
IZA Discussion Papers, Institute of Labor Economics (IZA)
2013
- 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)
- 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
- 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
- The WTO Trade Effect
Working Papers, Singapore Management University, School of Economics View citations (1)
Also in 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) Working Papers, Singapore Management University, School of Economics (2007) View citations (10)
See also Journal Article The WTO trade effect, Journal of International Economics, Elsevier (2011) View citations (45) (2011)
2009
- 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 (12) (2010)
- 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)
- 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)
- Strategic Voting and Multinomial Choice In US Presidential Elections
Discussion Paper Series, Institute of Economic Research, Korea University
2007
- 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
- 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)
- 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
- Protection for Sale Under Monopolistic Competition: An Empirical Investigation
Microeconomics Working Papers, East Asian Bureau of Economic Research 
Also in Working Papers, Singapore Management University, School of Economics (2006)
2005
- Non-market Leadership Experience and Labor Market Success: Evidence From Military Rank
Labor Economics Working Papers, East Asian Bureau of Economic Research 
Also in Working Papers, Singapore Management University, School of Economics (2005)
2002
- 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
- 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)
- 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
- 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)
- Nonparametric Panel Data Analysis of the Inverse U- Hypothesis
Working Papers, Pennsylvania State - Department of Economics
- QUADRATIC MODE REGRESSION
Working Papers, Pennsylvania State - Department of Economics
See also Journal Article Quadratic mode regression, Journal of Econometrics, Elsevier (1993) View citations (33) (1993)
- SEMIPARAMETRIC ESTIMATION OF TECHNICAL EFFICIENCY IN ELECTRIC UTILITIES
Working Papers, Pennsylvania State - Department of Economics
Journal Articles
2025
- Linear Probability Model Revisited: Why It Works and How It Should Be Specified
Sociological Methods & Research, 2025, 54, (1), 173-186
2024
- Direct, indirect, and interaction effects based on principal stratification with a binary mediator
Journal of Causal Inference, 2024, 12, (1), 16
- Estimation of network treatment effects with non-ignorable missing confounders
Journal of Causal Inference, 2024, 12, (1), 16
- Instrument-residual estimator for multi-valued instruments under full monotonicity
Statistics & Probability Letters, 2024, 213, (C)
- Ordinary least squares and instrumental-variables estimators for any outcome and heterogeneity
Stata Journal, 2024, 24, (1), 72-92 View citations (2)
2023
- Complier and monotonicity for Fuzzy Multi-score Regression Discontinuity with partial effects
Economics Letters, 2023, 228, (C) View citations (1)
- Endogenous treatment effect for any response conditional on control propensity score
Statistics & Probability Letters, 2023, 196, (C) View citations (1)
- Minimally capturing heterogeneous complier effect of endogenous treatment for any outcome variable
Journal of Causal Inference, 2023, 11, (1), 25
- Quasi-randomization by survey date for policy analysis
Oxford Economic Papers, 2023, 75, (2), 507-525
- Regression Discontinuity for Binary Response and Local Maximum Likelihood Estimator to Extrapolate Treatment
Evaluation Review, 2023, 47, (2), 182-208
- Regression Discontinuity with Integer Score and Non-Integer Cutoff
Korean Economic Review, 2023, 39, 73-101
2022
- Finding mover–stayer quantile difference due to unobservables using quantile selection corrections
Bulletin of Economic Research, 2022, 74, (3), 704-721
- Review and comparison of treatment effect estimators using propensity and prognostic scores
The International Journal of Biostatistics, 2022, 18, (2), 357-380
2021
- 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
- A simple makeover can increase bus ridership: The story of Tayo bus
Transport Policy, 2020, 97, (C), 103-112 View citations (1)
- Finding correct elasticities in log-linear and exponential models allowing heteroskedasticity
Studies in Nonlinear Dynamics & Econometrics, 2020, 25, (3), 81-91 View citations (1)
- Review on Difference in Differences
Korean Economic Review, 2020, 36, 135-173 View citations (6)
2019
- Difference in differences in reverse
Empirical Economics, 2019, 57, (3), 705-725 View citations (8)
- Double robustness without weighting
Statistics & Probability Letters, 2019, 146, (C), 175-180 View citations (1)
- 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)
- 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)
- 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
- Minimum distance estimator for sharp regression discontinuity with multiple running variables
Economics Letters, 2018, 162, (C), 10-14 View citations (8)
- Regression Discontinuity with Multiple Running Variables Allowing Partial Effects
Political Analysis, 2018, 26, (3), 258-274 View citations (11)
- Relaxing conditions for local average treatment effect in fuzzy regression discontinuity
Economics Letters, 2018, 173, (C), 47-50 View citations (7)
- Simple least squares estimator for treatment effects using propensity score residuals
Biometrika, 2018, 105, (1), 149-164 View citations (7)
- THE EFFECTS OF EDUCATION ON FERTILITY: EVIDENCE FROM TAIWAN
Economic Inquiry, 2018, 56, (1), 343-357 View citations (13)
2017
- 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)
- 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)
- 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)
- Regression Discontinuity with Errors in the Running Variable: Effect on Truthful Margin
Journal of Econometric Methods, 2017, 6, (1), 8 View citations (2)
- Regression discontinuity: review with extensions
Statistical Papers, 2017, 58, (4), 1217-1246 View citations (12)
2016
- Generalized Difference in Differences With Panel Data and Least Squares Estimator
Sociological Methods & Research, 2016, 45, (1), 134-157 View citations (9)
- 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
- Panel conditional and multinomial logit with time-varying parameters
Studies in Nonlinear Dynamics & Econometrics, 2015, 19, (3), 317-337 View citations (2)
- 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)
- 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
- 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)
- Estimation of Binary Response Models With Endogenous Regressors
Pacific Economic Review, 2014, 19, (4), 502-530 View citations (3)
2012
- Bounding endogenous regressor coefficients using moment inequalities and generalized instruments
Statistica Neerlandica, 2012, 66, (2), 161-182 View citations (4)
- 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)
- 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)
- Semiparametric Estimators for Limited Dependent Variable (LDV) Models with Endogenous Regressors
Econometric Reviews, 2012, 31, (2), 171-214 View citations (6)
- 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)
- Treatment effects in sample selection models and their nonparametric estimation
Journal of Econometrics, 2012, 167, (2), 317-329 View citations (7)
- 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 (10)
2011
- The WTO trade effect
Journal of International Economics, 2011, 85, (1), 53-71 View citations (45)
See also Working Paper The WTO Trade Effect, Working Papers (2010) View citations (1) (2010)
2010
- Dynamic treatment effect analysis of TV effects on child cognitive development
Journal of Applied Econometrics, 2010, 25, (3), 392-419 View citations (12)
See also Working Paper Dynamic Treatment Effect Analysis of TV Effects on Child Cognitive Development, Discussion Paper Series (2009) (2009)
- 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
- 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
- DOES TELEVISION VIEWING AFFECT CHILDREN'S BEHAVIOUR?
Pacific Economic Review, 2009, 14, (4), 474-501
- 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 (6)
- 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
- 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)
- The Analysis of daily Korea call rate (in Korean)
Economic Analysis (Quarterly), 2008, 14, (4), 85-112
2007
- Avoiding arbitrary exclusion restrictions using ratios of reduced-form estimates
Empirical Economics, 2007, 33, (2), 339-357 View citations (1)
- 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)
- 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)
- Multinomial choice and nonparametric average derivatives
Transportation Research Part B: Methodological, 2007, 41, (1), 63-81 View citations (2)
2006
- A semi-parametric estimator for censored selection models with endogeneity
Journal of Econometrics, 2006, 130, (2), 235-252 View citations (9)
- Identification for difference in differences with cross-section and panel data
Economics Letters, 2006, 92, (2), 270-276 View citations (32)
2005
- 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)
- 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)
- Drift and diffusion function specification for short-term interest rates
Economics Letters, 2005, 86, (3), 339-346
- Monotonicity Conditions and Inequality Imputation for Sample-Selection and Non-Response Problems
Econometric Reviews, 2005, 24, (2), 175-194 View citations (1)
- Simultaneous equations in ordered discrete responses with regressor-dependent thresholds
Econometrics Journal, 2005, 8, (2), 176-196 View citations (7)
2004
- EFFICIENCY GAINS OF SYSTEM GMM AND MDE OVER INDIVIDUAL EQUATION ESTIMATION*
The Japanese Economic Review, 2004, 55, (4), 451-459 View citations (2)
- 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
- Analysis of private transfers with panel fixed-effect censored model estimator
Economics Letters, 2003, 80, (2), 233-237 View citations (7)
- Exclusion Bias in Sample‐Selection Model Estimators
The Japanese Economic Review, 2003, 54, (2), 229-236 View citations (1)
- Hedonic price index estimation under mean-independence of time dummies from quality characteristics
Econometrics Journal, 2003, 6, (1), 28-45 View citations (3)
2002
- Validity of LSE for trimmed and differenced panel data due to absorbing attrition
Economics Letters, 2002, 74, (2), 251-256
2001
- First-difference estimator for panel censored-selection models
Economics Letters, 2001, 70, (1), 43-49 View citations (15)
- 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
- Median treatment effect in randomized trials
Journal of the Royal Statistical Society Series B, 2000, 62, (3), 595-604 View citations (13)
1999
- A Root-N Consistent Semiparametric Estimator for Related-Effect Binary Response Panel Data
Econometrica, 1999, 67, (2), 427-434 View citations (22)
1998
- Bounding quantiles in sample selection models
Economics Letters, 1998, 61, (1), 29-35 View citations (4)
- Introduction: application of semiparametric methods for micro-data
Journal of Applied Econometrics, 1998, 13, (5), 431-433 View citations (1)
- Semiparametric econometric estimators for a truncated regression model: a review with an extension
Statistica Neerlandica, 1998, 52, (2), 200-225 View citations (9)
1997
- A limited dependent variable model under median rationality
Economics Letters, 1997, 54, (3), 221-225
1996
- Nonparametric Two-Stage Estimation of Simultaneous Equations with Limited Endogenous Regressors
Econometric Theory, 1996, 12, (2), 305-330 View citations (11)
- 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 (20)
1995
- 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
- Quadratic mode regression
Journal of Econometrics, 1993, 57, (1-3), 1-19 View citations (33)
See also Working Paper QUADRATIC MODE REGRESSION, Working Papers (1990) (1990)
1992
- 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)
- Winsorized Mean Estimator for Censored Regression
Econometric Theory, 1992, 8, (3), 368-382 View citations (10)
1989
- Mode regression
Journal of Econometrics, 1989, 42, (3), 337-349 View citations (15)
Books
2016
- Matching, Regression Discontinuity, Difference in Differences, and Beyond
OUP Catalogue, Oxford University Press View citations (43)
2005
- Micro-Econometrics for Policy, Program and Treatment Effects
OUP Catalogue, Oxford University Press View citations (187)
Chapters
2011
- 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
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