Estimating A Censored Dynamic Panel Data Model With An Application To Earnings Dynamics
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Analysis of Panel Data
Author | : Cheng Hsiao |
Publisher | : Cambridge University Press |
Total Pages | : 563 |
Release | : 2014-11-24 |
Genre | : Business & Economics |
ISBN | : 1139992643 |
This book provides a comprehensive, coherent, and intuitive review of panel data methodologies that are useful for empirical analysis. Substantially revised from the second edition, it includes two new chapters on modeling cross-sectionally dependent data and dynamic systems of equations. Some of the more complicated concepts have been further streamlined. Other new material includes correlated random coefficient models, pseudo-panels, duration and count data models, quantile analysis, and alternative approaches for controlling the impact of unobserved heterogeneity in nonlinear panel data models.
The Econometrics of Panel Data
Author | : Lászlo Mátyás |
Publisher | : Springer Science & Business Media |
Total Pages | : 966 |
Release | : 2008-04-06 |
Genre | : Business & Economics |
ISBN | : 3540758925 |
This restructured, updated Third Edition provides a general overview of the econometrics of panel data, from both theoretical and applied viewpoints. Readers discover how econometric tools are used to study organizational and household behaviors as well as other macroeconomic phenomena such as economic growth. The book contains sixteen entirely new chapters; all other chapters have been revised to account for recent developments. With contributions from well known specialists in the field, this handbook is a standard reference for all those involved in the use of panel data in econometrics.
Econometric Analysis of Panel Data
Author | : Badi H. Baltagi |
Publisher | : Springer Nature |
Total Pages | : 436 |
Release | : 2021-03-16 |
Genre | : Business & Economics |
ISBN | : 3030539539 |
This textbook offers a comprehensive introduction to panel data econometrics, an area that has enjoyed considerable growth over the last two decades. Micro and Macro panels are becoming increasingly available, and methods for dealing with these types of data are in high demand among practitioners. Software programs have fostered this growth, including freely available programs in R and numerous user-written programs in both Stata and EViews. Written by one of the world’s leading researchers and authors in the field, Econometric Analysis of Panel Data has established itself as the leading textbook for graduate and postgraduate courses on panel data. It provides up-to-date coverage of basic panel data techniques, illustrated with real economic applications and datasets, which are available at the book’s website on springer.com. This new sixth edition has been fully revised and updated, and includes new material on dynamic panels, limited dependent variables and nonstationary panels, as well as spatial panel data. The author also provides empirical illustrations and examples using Stata and EViews. “This is a definitive book written by one of the architects of modern, panel data econometrics. It provides both a practical introduction to the subject matter, as well as a thorough discussion of the underlying statistical principles without taxing the reader too greatly." Professor Kajal Lahiri, State University of New York, Albany, USA. "This book is the most comprehensive work available on panel data. It is written by one of the leading contributors to the field, and is notable for its encyclopaedic coverage and its clarity of exposition. It is useful to theorists and to people doing applied work using panel data. It is valuable as a text for a course in panel data, as a supplementary text for more general courses in econometrics, and as a reference." Professor Peter Schmidt, Michigan State University, USA. “Panel data econometrics is in its ascendancy, combining the power of cross section averaging with all the subtleties of temporal and spatial dependence. Badi Baltagi provides a remarkable roadmap of this fascinating interface of econometric method, enticing the novitiate with technical gentleness, the expert with comprehensive coverage and the practitioner with many empirical applications.” Professor Peter C. B. Phillips, Cowles Foundation, Yale University, USA.
Handbook of Econometrics
Author | : J.J. Heckman |
Publisher | : Elsevier |
Total Pages | : 737 |
Release | : 2001-11-22 |
Genre | : Business & Economics |
ISBN | : 0080524796 |
The Handbook is a definitive reference source and teaching aid for econometricians. It examines models, estimation theory, data analysis and field applications in econometrics. Comprehensive surveys, written by experts, discuss recent developments at a level suitable for professional use by economists, econometricians, statisticians, and in advanced graduate econometrics courses. For more information on the Handbooks in Economics series, please see our home page on http://www.elsevier.nl/locate/hes
Missing Data Methods
Author | : David M. Drukker |
Publisher | : Emerald Group Publishing |
Total Pages | : 352 |
Release | : 2011-11-23 |
Genre | : Business & Economics |
ISBN | : 1780525257 |
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; and, Consistent Estimation and Orthogonality.
The Econometrics of Panel Data
Author | : Lászlo Mátyás |
Publisher | : Advanced Studies in Theoretical and Applied Econometrics |
Total Pages | : 992 |
Release | : 2008-04-25 |
Genre | : Business & Economics |
ISBN | : |
This volume provides a general overview of the econometrics of panel data, both from a theoretical and from an applied viewpoint. This third edition provides a presentation of theoretical developments as well as surveys about how econometric tools are used to study firms and household's behaviors.
Econometric Inference Using Simulation Techniques
Author | : Herman K. van Dijk |
Publisher | : |
Total Pages | : 290 |
Release | : 1995-07-11 |
Genre | : Business & Economics |
ISBN | : |
This book provides a comprehensive assessment of the latest simulation techniques, and examines the three main areas of econometric inference where the use of simulation methods has been successful; Bayesian inference, classical inference, and the solution and stochastic simulation of dynamic econometric models, in particular general equilibrium models.
Econometric Analysis of Panel Data
Author | : Badi Baltagi |
Publisher | : John Wiley & Sons |
Total Pages | : 239 |
Release | : 2008-06-30 |
Genre | : Business & Economics |
ISBN | : 0470518863 |
Written by one of the world's leading researchers and writers in the field, Econometric Analysis of Panel Data has become established as the leading textbook for postgraduate courses in panel data. This new edition reflects the rapid developments in the field covering the vast research that has been conducted on panel data since its initial publication. Featuring the most recent empirical examples from panel data literature, data sets are also provided as well as the programs to implement the estimation and testing procedures described in the book. These programs will be made available via an accompanying website which will also contain solutions to end of chapter exercises that will appear in the book. The text has been fully updated with new material on dynamic panel data models and recent results on non-linear panel models and in particular work on limited dependent variables panel data models.