Search Results

Treatment effects in sample selection models and their nonparametric estimation,
Myoung-jae Lee, in Journal of Econometrics (2012)
Keywords: Treatment effect; Sample selection; Matching; U-statistic; Sensitivity analysis;

Generalized Difference in Differences With Panel Data and Least Squares Estimator,
Myoung-jae Lee, in Sociological Methods & Research (2016)
Keywords: difference in differences; generalized difference in differences; triple difference; quadruple difference; panel data

Monotonicity Conditions and Inequality Imputation for Sample-Selection and Non-Response Problems,
Myoung-jae Lee, in Econometric Reviews (2005)
Keywords: Imputation, Monotonicity, Non-response, Orthant dependence, Sample selection,

Semiparametric Estimators for Limited Dependent Variable (LDV) Models with Endogenous Regressors,
Myoung-jae Lee, in Econometric Reviews (2012)

Exclusion Bias in Sample‐Selection Model Estimators,
Myoung-jae Lee, in The Japanese Economic Review (2003)

EFFICIENCY GAINS OF SYSTEM GMM AND MDE OVER INDIVIDUAL EQUATION ESTIMATION*,
Myoung-jae Lee, in The Japanese Economic Review (2004)

Measuring the usage effects of tying a messenger to Windows: a treatment effect approach,
Myoung-jae Lee, in Journal of the Royal Statistical Society Series A (2010)

Extensive and intensive margin effects in sample selection models: racial effects on wages,
Myoung-jae Lee, in Journal of the Royal Statistical Society Series A (2017)

Median treatment effect in randomized trials,
Myoung-jae Lee, in Journal of the Royal Statistical Society Series B (2000)

Non‐parametric tests for distributional treatment effect for randomly censored responses,
Myoung-jae Lee, in Journal of the Royal Statistical Society Series B (2009)

Instrument residual estimator for any response variable with endogenous binary treatment,
Myoung-jae Lee, in Journal of the Royal Statistical Society Series B (2021)

Method‐of‐moment view of linear simultaneous equation systems,
Myoung-jae Lee, in Statistica Neerlandica (2008)

Direct, indirect, and interaction effects based on principal stratification with a binary mediator,
Myoung-jae Lee, in Journal of Causal Inference (2024)
Keywords: direct effect, indirect effect, interaction effect, mediation, principal stratification

Reference parameters in Blinder-Oaxaca decomposition: Pooled-sample versus intercept-shift approaches,
Myoung-jae Lee, in The Journal of Economic Inequality (2015)
Keywords: Blinder-Oaxaca decomposition, Reference parameter, Wage gap,

Simple least squares estimator for treatment effects using propensity score residuals,
Myoung-jae Lee, in Biometrika (2018)
Keywords: Binary treatment, Generalized propensity score, Multiple treatments, Propensity score

Panel conditional and multinomial logit with time-varying parameters,
Myoung-jae Lee, in Studies in Nonlinear Dynamics & Econometrics (2015)
Keywords: binary choice, conditional logit, multinomial choice, panel data, time-varying parameters

Finding correct elasticities in log-linear and exponential models allowing heteroskedasticity,
Myoung-jae Lee, in Studies in Nonlinear Dynamics & Econometrics (2020)
Keywords: exponential model, log-linear model, mean elasticity, quantile elasticity

Regression Discontinuity with Errors in the Running Variable: Effect on Truthful Margin,
Myoung-jae Lee, in Journal of Econometric Methods (2017)
Keywords: identification, measurement error, regression discontinuity, sample selection

Semi-parametric Estimation of Simultaneous Equations with Limited Dependent Variables: A Case Study of Female Labour Supply,
Myoung-jae Lee, in Journal of Applied Econometrics (1995)

Nonparametric Two-Stage Estimation of Simultaneous Equations with Limited Endogenous Regressors,
Myoung-jae Lee, in Econometric Theory (1996)

First-difference estimator for panel censored-selection models,
Myoung-jae Lee, in Economics Letters (2001)

Quadratic mode regression,
Myoung-jae Lee, in Journal of Econometrics (1993)

Median regression for ordered discrete response,
Myoung-jae Lee, in Journal of Econometrics (1992)

Method-of-Moment View of Linear Simultaneous Equation Systems,
Myoung-jae Lee, from Institute of Economic Research, Korea University (2007)
Keywords: methods of moments, linear simultaneous equations, system estimation

Difference in Generalized-Differences with Panel Data: Effects of Moving from Private to Public School on Test Scores,
Myoung-jae Lee, from Institute of Economic Research, Korea University (2007)
Keywords: treatment effect, difference in differences, panel data, private-school effect

Matching, Regression Discontinuity, Difference in Differences, and Beyond,
Myoung-jae Lee, from Oxford University Press (2016)

Micro-Econometrics for Policy, Program and Treatment Effects,
Myoung-jae Lee, from Oxford University Press (2005)

Registered author: Myoung-jae Lee

Instrumental Variable Estimation for Linear Panel Data Models,
Myoung-jae Lee, from Tilburg University, Center for Economic Research (1996)
Keywords: panel data; linear models

A Root-N Consistent Semiparametric Estimator for Fixed Effect Binary Response Panel Data,
Myoung-jae Lee, from Tilburg University, Center for Economic Research (1996)
Keywords: econometric models; panel data; semiparametrics

Difference in Differences and Ratio in Ratios for Limited Dependent Variables,
Myoung-jae Lee and Sanghyeok Lee, from arXiv.org (2023)

Analysis of job-training effects on Korean women,
Sang-jun Lee and Myoung-jae Lee, in Journal of Applied Econometrics (2005)

Analysis of job‐training effects on Korean women,
Myoung‐jae Lee and Sang‐jun Lee, in Journal of Applied Econometrics (2005)

Double robustness without weighting,
Myoung-jae Lee and Sanghyeok Lee, in Statistics & Probability Letters (2019)
Keywords: Propensity score; Prognostic score; Double robustness;

Regression Discontinuity for Binary Response and Local Maximum Likelihood Estimator to Extrapolate Treatment,
Goeun Lee and Myoung-jae Lee, in Evaluation Review (2023)
Keywords: regression discontinuity; binary response; local maximum likelihood estimator; extrapolation; control function

Review and comparison of treatment effect estimators using propensity and prognostic scores,
Myoung-jae Lee and Lee Sanghyeok, in The International Journal of Biostatistics (2022)
Keywords: complete pairing, inverse probability weighting, matching, prognostic score, propensity score, regression imputation/adjustment

SENSITIVITY ANALYSIS OF JOB-TRAINING EFFECTS ON REEMPLOYMENT FOR KOREAN WOMEN,
Myoung-jae Lee and Sang-jun Lee, from Institute of Economic Research, Korea University (2007)
Keywords: matching, sample selection, sensitivity analysis, job training

Likelihood-Based Estimators for Endogenous or Truncated Samples in Standard Stratified Sampling,
Myoung-jae Lee and Sanghyeok Lee, from Emerald Group Publishing Limited (2011)
Keywords: Standard stratified sampling, endogenous sampling, choice-based sampling, truncated regression

Score manipulation, density continuity and intent‐to‐treat effect for regression discontinuity,
Jin‐young Choi and Myoung‐jae Lee, in Pacific Economic Review (2023)

Protection for Sale Under Monopolistic Competition: An Empirical Investigation,
Pao-Li Chang and Myoung-jae Lee, from East Asian Bureau of Economic Research (2006)
Keywords: endogenous trade policy, campaign contribution, monopolistic competition, intraindustry trade, import penetration

Nonparametric Panel Data Analysis of the Inverse U- Hypothesis,
C.B. An and Myoung-jae Lee, from Pennsylvania State - Department of Economics (1990)
Keywords: econometrics ; economic models

Dynamic treatment effect analysis of TV effects on child cognitive development,
Fali Huang and Myoung-jae Lee, in Journal of Applied Econometrics (2010)

Nonparametric Derivative Estimation for Related-Effect Panel Data,
Myoung-jae Lee and Yasushi Kondo, from International Conferences on Panel Data (2002)
Keywords: nonparametrics, partial derivatives, panel data, related-effect.

Regression Discontinuity with Multiple Running Variables Allowing Partial Effects,
Jin-Young Choi and Myoung-jae Lee, in Political Analysis (2018)

The WTO Trade Effect,
Pao-Li Chang and Myoung-jae Lee, from DEGIT, Dynamics, Economic Growth, and International Trade (2008)
Keywords: GATT/WTO, treatment effect, matching, permutation test, signed-rank test, sensitivity analysis

Non-market Leadership Experience and Labor Market Success: Evidence From Military Rank,
Myoung-jae Lee and Chun Seng Yip, from East Asian Bureau of Economic Research (2005)
Keywords: non-market skills, military, future wages, parametric sample selection

The WTO Trade Effect,
Pao-Li Chang and Myoung-jae Lee, from East Asian Bureau of Economic Research (2007)
Keywords: GATT/WTO, GSP, treatment effect, matching, permutation test, signed-rank test, sensitivity analysis

Hedonic price index estimation under mean-independence of time dummies from quality characteristics,
Yasushi Kondo and Myoung-jae Lee, in Econometrics Journal (2003)

Identification for difference in differences with cross-section and panel data,
Myoung-jae Lee and Changhui Kang, in Economics Letters (2006)

Drift and diffusion function specification for short-term interest rates,
Myoung-jae Lee and Wen-juan Li, in Economics Letters (2005)

Analysis of private transfers with panel fixed-effect censored model estimator,
Sung Jin Kang and Myoung-jae Lee, in Economics Letters (2003)

Bounding quantiles in sample selection models,
Myoung-jae Lee and Bertrand Melenberg, in Economics Letters (1998)

Minimum distance estimator for sharp regression discontinuity with multiple running variables,
Jin-Young Choi and Myoung-jae Lee, in Economics Letters (2018)
Keywords: Regression discontinuity; Multiple running variables; Minimum distance estimator;

Relaxing conditions for local average treatment effect in fuzzy regression discontinuity,
Jin-Young Choi and Myoung-jae Lee, in Economics Letters (2018)
Keywords: Fuzzy regression discontinuity; Local average treatment effect; Monotonicity condition; Moment continuity;

Complier and monotonicity for Fuzzy Multi-score Regression Discontinuity with partial effects,
Jin-young Choi and Myoung-jae Lee, in Economics Letters (2023)
Keywords: Fuzzy regression discontinuity; Multiple scores; Partial effect; Complier; Difference in differences;

Twins are more different than commonly believed, but made less different by compensating behaviors,
Jin-Young Choi and Myoung-jae Lee, in Economics & Human Biology (2019)
Keywords: Twin study; Birth-order effect; Compensating behavior; Heavy censoring; Quantiles;

Ordinary least squares and instrumental-variables estimators for any outcome and heterogeneity,
Myoung-jae Lee and Chirok Han, in Stata Journal (2024)
Keywords: psr, OLS, IVE, propensity score, instrument score, overlap weight

ZERO‐INFLATED ENDOGENOUS COUNT IN CENSORED MODEL: EFFECTS OF INFORMAL FAMILY CARE ON FORMAL HEALTH CARE,
Myoung-jae Lee and Young‐sook Kim, in Health Economics (2012)

DIFFERENCE IN DIFFERENCES FOR STAYERS WITH A TIME‐VARYING QUALIFICATION: HEALTH EXPENDITURE ELASTICITY OF THE ELDERLY,
Myoung-jae Lee and Young‐Sook Kim, in Health Economics (2014)

Ordinal response generalized difference in differences with varying categories: The health effect of a disability program in Korea,
Young‐sook Kim and Myoung-jae Lee, in Health Economics (2017)

Lose weight for a raise only if overweight: Marginal integration for semi‐linear panel models,
Kamhon Kan and Myoung-jae Lee, in Journal of Applied Econometrics (2012)

The WTO trade effect,
Pao-Li Chang and Myoung-jae Lee, in Journal of International Economics (2011)
Keywords: Trade flow Treatment effect Matching Permutation test Signed-rank test Sensitivity analysis

Multinomial choice and nonparametric average derivatives,
Myoung-jae Lee and Young-sook Kim, in Transportation Research Part B: Methodological (2007)

Finding mover–stayer quantile difference due to unobservables using quantile selection corrections,
Myoung-jae Lee and Jin‐young Choi, in Bulletin of Economic Research (2022)

THE EFFECTS OF EDUCATION ON FERTILITY: EVIDENCE FROM TAIWAN,
Kamhon Kan and Myoung-jae Lee, in Economic Inquiry (2018)

Finding dynamic treatment effects under anticipation: the effects of spanking on behaviour,
Myoung-jae Lee and Fali Huang, in Journal of the Royal Statistical Society Series A (2012)

Analysis of Labour Participation Behaviour of Korean Women with Dynamic Probit and Conditional Logit,
Myoung-jae Lee and Yoon‐Hee Tae, in Oxford Bulletin of Economics and Statistics (2005)

Regression-Kink Approach for Wage Effect on Male Work Hours,
Young-sook Kim and Myoung-jae Lee, in Oxford Bulletin of Economics and Statistics (2016)

Control Function Approach for Partly Ordered Endogenous Treatments: Military Rank Premium in Wage,
Youngmin Ju and Myoung-jae Lee, in Oxford Bulletin of Economics and Statistics (2017)

PERFORMANCE OF VARIOUS ESTIMATORS FOR CENSORED RESPONSE MODELS WITH ENDOGENOUS REGRESSORS,
Changhui Kang and Myoung-jae Lee, in Pacific Economic Review (2010)

Estimation of Binary Response Models With Endogenous Regressors,
Changhui Kang and Myoung-jae Lee, in Pacific Economic Review (2014)

DOES TELEVISION VIEWING AFFECT CHILDREN'S BEHAVIOUR?,
Fali Huang and Myoung-jae Lee, in Pacific Economic Review (2009)

Semiparametric econometric estimators for a truncated regression model: a review with an extension,
Myoung-jae Lee and H. Kim, in Statistica Neerlandica (1998)

Bounding endogenous regressor coefficients using moment inequalities and generalized instruments,
Jin-Young Choi and Myoung-jae Lee, in Statistica Neerlandica (2012)

The Analysis of daily Korea call rate (in Korean),
Dong Heon Kim and Myoung-jae Lee, in Economic Analysis (Quarterly) (2008)
Keywords: Daily Korea call rate; Open market operation; Asymmetry; Call rate prediction; U.S. federal funds rate

The WTO Trade Effect,
Pao-Li Chang and Myoung-jae Lee, from Singapore Management University, School of Economics (2007)
Keywords: GATT/WTO; GSP; treatment effect; matching; permutation test; signed-rank test; sensitivity analysis

Dynamic Treatment Effect Analysis of TV Effects on Child Cognitive Development,
Fali Huang and Myoung-jae Lee, from Singapore Management University, School of Economics (2007)
Keywords: TV watching, treatment effect, panel data, dynamic model, Granger causality

Non-market Leadership Experience and Labor Market Success: Evidence From Military Rank,
Myoung-jae Lee and Chun Seng Yip, from Singapore Management University, School of Economics (2005)

Protection for Sale Under Monopolistic Competition: An Empirical Investigation,
Pao-Li Chang and Myoung-jae Lee, from Singapore Management University, School of Economics (2006)
Keywords: endogenous trade policy; campaign contribution; monopolistic competition; intrain- dustry trade; import penetration

The WTO Trade Effect,
Pao-Li Chang and Myoung-jae Lee, from Singapore Management University, School of Economics (2010)
Keywords: Trade flow,Treatment effect,Matching,Permutation test,Signed-rank test,Sensitivity analysis

Off-Farm Work Decisions of Farm Couples: Estimating Structural Simultaneous Equations with Ordered Categorical Dependent Variables,
Ayal Kimhi and Myoung-jae Lee, in American Journal of Agricultural Economics (1996)

A semi-parametric estimator for censored selection models with endogeneity,
Myoung-jae Lee and Francis Vella, in Journal of Econometrics (2006)

Proportional treatment effects for count response panel data: effects of binary exercise on health care demand,
Myoung-jae Lee and Satoru Kobayashi, in Health Economics (2001)

Validity of LSE for trimmed and differenced panel data due to absorbing attrition,
Myoung-jae Lee and Myeong-hyeon Cho, in Economics Letters (2002)

Quasi-randomization by survey date for policy analysis,
Kimin Kim and Myoung-jae Lee, in Oxford Economic Papers (2023)

Review on Difference in Differences,
Myoung-jae Lee and Yasuyuki Sawada, in Korean Economic Review (2020)
Keywords: Difference in Differences (DD), DD in Reverse, Fuzzy DD, Synthetic Control, Triple DD, Generalized DD

Avoiding arbitrary exclusion restrictions using ratios of reduced-form estimates,
Myoung-jae Lee and Pao-Li Chang, in Empirical Economics (2007)
Keywords: Simultaneous equations, Exclusion restrictions, Identification, C13, C31,

Difference in differences in reverse,
Kimin Kim and Myoung-jae Lee, in Empirical Economics (2019)
Keywords: Difference in differences, Difference in differences in reverse, Repeated cross sections, Work-hour limit

Trimmed and winsorized semiparametric estimator for left-truncated and right-censored regression models,
Myoung-jae Lee and Maria Karlsson, in Metrika: International Journal for Theoretical and Applied Statistics (2015)
Keywords: Left truncation, Right censoring, LTRC, Semiparametrics, Trimmed mean, Winsorized mean,

Simultaneous equations in ordered discrete responses with regressor-dependent thresholds,
Myoung-jae Lee and Ayal Kimhi, in Econometrics Journal (2005)