Missing data methods. / edited by David M. Drukker.
| Other author | Drukker, David M. |
| Format | Electronic |
| Publication Info | Bingley, UK : Emerald, |
| Description | xiv, 337 p. : ill. ; 24 cm. |
| Supplemental Content | Full text available from Ebook Central - Academic Complete |
| Subjects |
| Variant title | Cross-sectional methods and applications |
| Series | Advances in econometrics, 0731-9053 ; v. 27A Advances in econometrics ; v. 27A. ^A1141484 |
| Contents | The elephant in the corner : a cautionary tale about measurement error in treatment effect 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 and Dong Li -- Likelihood-based estimators for endogenous or truncated samples in standard stratified sampling / Myoung-jae Lee and Sanghyeok Lee -- Efficient estimation of the dose-response function under ignorability using subclassification on the covariates / Matias D. Cattaneo and Max H. Farrell -- Average derivative estimation with missing responses / Francesco Bravo, Kim P. Huynh and 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 and Rusty Tchernis -- Efficient probit estimation with partially missing covariates / Denis Conniffe and Donal O'Neill -- Nonlinear difference-in-difference treatment effect estimation : a distributional analysis / Kim P. Huynh, David T. Jacho-Chávez and Marcel C. Voia -- Bayesian analysis of multivariate sample selection models using Gaussian copulas / Phillip Li and Mohammad Arshad Rahman -- Estimating the average treatment effect based on direct estimation of the conditional treatment effect / Jingping Gu, Juan Lin and Dandan Liu -- A missing variable imputation methodology with an empirical application / Gayanch Kyureghian, Oral Capps Jr. and Rodolfo M. Nagya Jr. |
| Abstract | Volume 27A 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 Selection Models Using Gaussian Copulas; Consistent Estimation and Orthogonality; and Likelihood-Based Estimators for Endogenous or Truncated Samples in Standard Stratified Sampling.-- Source other than the Library of Congress. |
| Bibliography note | Includes bibliographical references. |
| Access restriction | Available only to authorized users. |
| Technical details | Mode of access: World Wide Web |
| Genre/form | Electronic books. |
| LCCN | 2018418581 |
| ISBN | 9781780525242 (hardcover) |
| ISBN | 1780525249 (hardcover) |