Missing data methods cross-sectional methods and applications

Volume 27 of Advances in Econometrics, entitled Missing Data Methods, contains 16 chapters authored by specialists in the field, covering topics such as: Missing-Data Imputation in Nonstationary Panel Data Models; Markov Switching Models in Empirical Finance; Bayesian Analysis of Multivariate Sample...

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Bibliographic Details
Other Authors Drukker, David M.
Format Electronic eBook
LanguageEnglish
Published Bingley, U.K. : Emerald, 2011.
SeriesAdvances in econometrics ; v. 27, pt. 1.
Subjects
Missing observations (Statistics)
Economics > Statistical methods.
elektronické knihy
electronic books
Online AccessFull text
ISBN9781780525259
ISSN0731-9053 ;
DOI10.1108/S0731-9053(2011)27_Part_1
Physical Description1 online resource (xiv, 337 p.) : ill.

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Table of Contents:
  • Introduction / David M. Drukker
  • The elephant in the corner : a cautionary tale about measurement error in treatment effects models / Daniel L. Millimet
  • Recent developments in semiparametric and nonparametric estimation of panel data models with incomplete information : a selected review / Yu Yvette Zhang, Qi Li, Dong Li
  • Likelihood-based estimators for endogenous or truncated samples in standard stratified sampling / Myoung-jae Lee, Sanghyeok Lee
  • Efficient estimation of the dose-response function under ignorability using subclassification on the covariates / Matias D. Cattaneo, Max H. Farrell
  • Average derivative estimation with missing responses / Francesco Bravo, Kim P. Huynh, David T. Jacho-Chávez
  • Consistent estimation and orthogonality / Tiemen Woutersen
  • On the estimation of selection models when participation is endogenous and misclassified / Ian M. McCarthy, Rusty Tchernis
  • Efficient probit estimation with partially missing covariates / Denis Conniffe, Donal O'Neill
  • Nonlinear difference-in-difference treatment effect estimation : a distributional analysis / Kim P. Huynh, David T. Jacho-Chávez, Marcel C. Voia
  • Bayesian analysis of multivariate sample selection models using Gaussian copulas / Phillip Li, Mohammad Arshad Rahman
  • Estimating the average treatment effect based on direct estimation of the conditional treatment effect / Jingping Gu, Juan Lin, Dandan Liu
  • A missing variable imputation methodology with an empirical application / Gayaneh Kyureghian, Oral Capps, Rodolfo M. Nayga.

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