← All authors Myoung-jae Lee American University in Cairo (from arXiv:2111.12948, 2021) · ORCID · OpenAlex
91 papers in scope · 90 published · 2 on the econ.EM arXiv · 1,398 citations · h-index 22 (over the papers listed here)
Papers (1 of 91)
Finding Effects of Sequential Housing Price Control Policies Using Various Forms of Difference in Differences
published 2025 · Evaluation Review
with Jihee Ann, Hyung Joon Chung
Causal Duration Analysis Based on Survival Probability Ratio
published 2025 · Sociological Methods & Research
with Jin-young Choi, Rangmi Myung
Extending policies to control groups or past periods in nonlinear difference in differences
published 2025 · Applied Economics
with Eugene Lee, Goeun Lee
Difference in Differences, Ratio in Ratios, and Ratio in Odds Ratios for Limited Dependent Variables: A Review and More
published 2025 · Studies in Nonlinear Dynamics and Econometrics · 2 citations
Overlap-weighted difference-in-differences: A simple way to overcome poor propensity score overlap
published 2025 · Economics Letters · 2 citations
with Bora Kim
Instrument-residual estimator for multi-valued instruments under full monotonicity
published 2024 · Statistics & Probability Letters · 1 citations
with Bora Kim
Ordinary least squares and instrumental-variables estimators for any outcome and heterogeneity
published 2024 · The Stata Journal Promoting communications on statistics and Stata · 7 citations
Direct, indirect, and interaction effects based on principal stratification with a binary mediator
published 2024 · Journal of Causal Inference · 1 citations
Linear Probability Model Revisited: Why It Works and How It Should Be Specified
published 2023 · Sociological Methods & Research · 18 citations
with Goeun Lee, Jin-young Choi
Complier and monotonicity for Fuzzy Multi-score Regression Discontinuity with partial effects
published 2023 · Economics Letters
with Jin-young Choi
Minimally capturing heterogeneous complier effect of endogenous treatment for any outcome variable
published 2023 · Journal of Causal Inference · 3 citations
with Goeun Lee, Jin-young Choi
Endogenous treatment effect for any response conditional on control propensity score
published 2022 · Statistics & Probability Letters · 3 citations
with Jin-young Choi, Goeun Lee
Review and comparison of treatment effect estimators using propensity and prognostic scores
published 2022 · The International Journal of Biostatistics · 7 citations
with Sanghyeok Lee
Quasi-randomization by survey date for policy analysis
published 2022 · Oxford Economic Papers
with Kimin Kim
Regression Discontinuity for Binary Response and Local Maximum Likelihood Estimator to Extrapolate Treatment
published 2022 · Evaluation Review · 3 citations
with Goeun Lee
Overlap weight and propensity score residual for heterogeneous effects: A review with extensions
published 2022 · Journal of Statistical Planning and Inference · 11 citations
with Jin-young Choi
working paper 2021 · arXiv · 3 citations
Score manipulation, density continuity and intent‐to‐treat effect for regression discontinuity
published 2021 · Pacific Economic Review · 1 citations
with Jin-young Choi
Finding mover–stayer quantile difference due to unobservables using quantile selection corrections
published 2021 · Bulletin of Economic Research
with Jin-young Choi
Instrument Residual Estimator for Any Response Variable with Endogenous Binary Treatment
published 2021 · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 12 citations · first circulated 2019
Finding correct elasticities in log-linear and exponential models allowing heteroskedasticity
published 2020 · Studies in Nonlinear Dynamics and Econometrics · 3 citations
Review on Difference in Differences
published 2020 · Korean Economic Review/The Korean economic review · 5 citations
with Yasuyuki Sawada
Higher Risk of Suicide on Milestone Birthdays: Evidence from Japan
published 2019 · Scientific Reports · 8 citations
with Tetsuya Matsubayashi, Michiko Ueda
Practical Causal Analysis for the Treatment Timing Effect on Doubly Censored Duration: Effect of Fertility on Work Span
published 2019 · Journal of the Royal Statistical Society Series A (Statistics in Society) · 3 citations
with Nikolay Angelov, Per Johansson
Verifying reference-dependent utility and loss aversion with Fukushima nuclear-disaster natural experiment
published 2019 · Journal of the Japanese and International Economies · 1 citations
with Keiko Iwasaki, Yasuyuki Sawada
Double robustness without weighting
published 2018 · Statistics & Probability Letters · 4 citations
Relaxing conditions for local average treatment effect in fuzzy regression discontinuity
published 2018 · Economics Letters · 12 citations
with Jin-young Choi
Regression Discontinuity with Multiple Running Variables Allowing Partial Effects
published 2018 · Political Analysis · 17 citations
with Jin-young Choi
Difference in differences in reverse
published 2018 · Empirical Economics · 40 citations
with Kimin Kim
Minimum distance estimator for sharp regression discontinuity with multiple running variables
published 2017 · Economics Letters · 5 citations
with Jin-young Choi
Simple least squares estimator for treatment effects using propensity score residuals
published 2017 · Biometrika · 29 citations
THE EFFECTS OF EDUCATION ON FERTILITY: EVIDENCE FROM TAIWAN
published 2017 · Economic Inquiry · 29 citations
with Kamhon Kan
Control Function Approach for Partly Ordered Endogenous Treatments: Military Rank Premium in Wage
published 2017 · Oxford Bulletin of Economics and Statistics · 4 citations
with Young-Min Ju
Ordinal response generalized difference in differences with varying categories: The health effect of a disability program in Korea
published 2017 · Health Economics · 5 citations
with Young-sook Kim
Extensive and Intensive Margin Effects in Sample Selection Models: Racial Effects on Wages
published 2016 · Journal of the Royal Statistical Society Series A (Statistics in Society) · 12 citations
Regression discontinuity: review with extensions
published 2016 · Statistical Papers · 25 citations
with Jin-young Choi
Regression Discontinuity with Errors in the Running Variable: Effect on Truthful Margin
published 2015 · Journal of Econometric Methods · 6 citations
Regression‐Kink Approach for Wage Effect on Male Work Hours
published 2015 · Oxford Bulletin of Economics and Statistics · 5 citations
with Young-sook Kim
Generalized Difference in Differences With Panel Data and Least Squares Estimator
published 2015 · Sociological Methods & Research · 30 citations
Reference parameters in Blinder-Oaxaca decomposition: Pooled-sample versus intercept-shift approaches
published 2014 · The Journal of Economic Inequality · 11 citations
Panel conditional and multinomial logit with time-varying parameters
published 2014 · Studies in Nonlinear Dynamics and Econometrics · 1 citations
Trimmed and winsorized semiparametric estimator for left-truncated and right-censored regression models
published 2014 · Metrika · 2 citations
with Maria Karlsson
Estimation of Binary Response Models With Endogenous Regressors
published 2014 · Pacific Economic Review · 2 citations
with Changhui Kang
DIFFERENCE IN DIFFERENCES FOR STAYERS WITH A TIME‐VARYING QUALIFICATION: HEALTH EXPENDITURE ELASTICITY OF THE ELDERLY
published 2014 · Health Economics · 6 citations
with Youngsook Kim
Treatment effect analysis of early reemployment bonus program: panel MLE and mode-based semiparametric estimator for interval truncation
published 2012 · Portuguese Economic Journal · 1 citations
with Hyun Ah Kim, Yong-seong Kim
ZERO‐INFLATED ENDOGENOUS COUNT IN CENSORED MODEL: EFFECTS OF INFORMAL FAMILY CARE ON FORMAL HEALTH CARE
published 2012 · Health Economics · 14 citations · first circulated 2011
with Young-sook Kim, YS Kim
Semiparametric Estimators for Limited Dependent Variable (LDV) Models with Endogenous Regressors
published 2011 · Econometric Reviews · 13 citations
Bounding endogenous regressor coefficients using moment inequalities and generalized instruments
published 2011 · Statistica Neerlandica · 5 citations
with Jin-young Choi
Finding Dynamic Treatment Effects Under Anticipation: The Effects of Spanking on Behaviour
published 2011 · Journal of the Royal Statistical Society Series A (Statistics in Society) · 4 citations
with Fali Huang
Treatment effects in sample selection models and their nonparametric estimation
published 2011 · Journal of Econometrics · 18 citations
The WTO trade effect
published 2011 · Journal of International Economics · 130 citations · first circulated 2007
with Pao-Li Chang
PERFORMANCE OF VARIOUS ESTIMATORS FOR CENSORED RESPONSE MODELS WITH ENDOGENOUS REGRESSORS
published 2010 · Pacific Economic Review · 6 citations · first circulated 2009
with Changhui Kang
Lose weight for a raise only if overweight: Marginal integration for semi‐linear panel models
published 2010 · Journal of Applied Econometrics · 10 citations
with Kamhon Kan
Dynamic treatment effect analysis of TV effects on child cognitive development
published 2010 · Journal of Applied Econometrics · 27 citations
with Fali Huang
Measuring the Usage Effects of Tying a Messenger to Windows: A Treatment Effect Approach
published 2009 · Journal of the Royal Statistical Society Series A (Statistics in Society) · 1 citations
DOES TELEVISION VIEWING AFFECT CHILDREN'S BEHAVIOUR?
published 2009 · Pacific Economic Review · 3 citations
with Fali Huang
Non-Parametric Tests for Distributional Treatment Effect for Randomly Censored Responses
published 2008 · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 29 citations
Sensitivity analysis of job-training effects on reemployment for Korean women
published 2008 · Empirical Economics · 23 citations · first circulated 2007
with Sang-Jun Lee, Sangjun Lee
Method‐of‐moment view of linear simultaneous equation systems
published 2008 · Statistica Neerlandica · 1 citations · first circulated 2007
Avoiding arbitrary exclusion restrictions using ratios of reduced-form estimates
published 2006 · Empirical Economics · 1 citations
with Pao-Li Chang
Finding the Best Treatment Under Heavy Censoring and Hidden Bias
published 2006 · Journal of the Royal Statistical Society Series A (Statistics in Society) · 8 citations
with Unto Häkkinen, Gunnar Rosenqvist
Identification for difference in differences with cross-section and panel data
published 2006 · Economics Letters · 77 citations
with Changhui Kang
Multinomial choice and nonparametric average derivatives
published 2006 · Transportation Research Part B Methodological · 2 citations
with Young-sook Kim
Simultaneous equations in ordered discrete responses with regressor‐dependent thresholds
published 2005 · Econometrics Journal · 9 citations
with Ayal Kimhi
Analysis of job‐training effects on Korean women
published 2005 · Journal of Applied Econometrics · 30 citations
with Sangjun Lee
Monotonicity Conditions and Inequality Imputation for Sample-Selection and Non-Response Problems
published 2005 · Econometric Reviews · 5 citations
A semi-parametric estimator for censored selection models with endogeneity
published 2005 · Journal of Econometrics · 14 citations
Q-convergence with interquartile ranges
published 2005 · Journal of Economic Dynamics and Control · 19 citations
with Sung Jin Kang
Analysis of Labour Participation Behaviour of Korean Women with Dynamic Probit and Conditional Logit*
published 2005 · Oxford Bulletin of Economics and Statistics · 22 citations
with Yoon-Hee Tae
Drift and diffusion function specification for short-term interest rates
published 2004 · Economics Letters · 6 citations
with Wen Juan Li
EFFICIENCY GAINS OF SYSTEM GMM AND MDE OVER INDIVIDUAL EQUATION ESTIMATION*
published 2004 · Japanese Economic Review · 3 citations
Selection correction and sensitivity analysis for ordered treatment effect on count response
published 2004 · Journal of Applied Econometrics · 26 citations
Hedonic price index estimation under mean‐independence of time dummies from quality characteristics
published 2003 · Econometrics Journal · 5 citations
with Yasushi Kondo
Analysis of private transfers with panel fixed-effect censored model estimator
published 2003 · Economics Letters · 14 citations
with Sung Jin Kang
Validity of LSE for trimmed and differenced panel data due to absorbing attrition
published 2002 · Economics Letters
with Myeong Hyeon Cho
Proportional treatment effects for count response panel data: effects of binary exercise on health care demand
published 2001 · Health Economics · 35 citations
with Satoru Kobayashi
First-difference estimator for panel censored-selection models
published 2001 · Economics Letters · 20 citations
Median Treatment Effect in Randomized Trials
published 2000 · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 38 citations
A Root-N Consistent Semiparametric Estimator for Related-effect Binary Response Panel Data
published 1999 · Econometrica · 35 citations · first circulated 1996
Probability inequalities in multivariate distributions
published 1999 · Econometric Reviews · 4 citations
Bounding quantiles in sample selection models
published 1998 · Economics Letters · 5 citations
with Bertrand Melenberg
Introduction: application of semiparametric methods for micro-data
published 1998 · Journal of Applied Econometrics · 1 citations
Semiparametric econometric estimators for a truncated regression model: a review with an extension
published 1998 · Statistica Neerlandica · 24 citations
with Hye Young Kim
A limited dependent variable model under median rationality
published 1997 · Economics Letters
Off‐Farm Work Decisions of Farm Couples: Estimating Structural Simultaneous Equations with Ordered Categorical Dependent Variables
published 1996 · American Journal of Agricultural Economics · 45 citations
with Ayal Kimhi
Nonparametric Two-Stage Estimation of Simultaneous Equations with Limited Endogenous Regressors
published 1996 · Econometric Theory · 17 citations
Semi‐parametric estimation of simultaneous equations with limited dependent variables: A case study of female labour supply
published 1995 · Journal of Applied Econometrics · 37 citations
Quadratic mode regression
published 1993 · Journal of Econometrics · 105 citations · first circulated 1990
Winsorized Mean Estimator for Censored Regression
published 1992 · Econometric Theory · 16 citations
Median regression for ordered discrete response
published 1992 · Journal of Econometrics · 41 citations · first circulated 1990
Mode regression
published 1989 · Journal of Econometrics · 110 citations
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