Least Absolute Deviations Estimation For Censored And Truncated Regression Models
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Author | : Cheng Hsiao |
Publisher | : Cambridge University Press |
Total Pages | : 563 |
Release | : 2014-12-08 |
Genre | : Business & Economics |
ISBN | : 1107038693 |
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.
Author | : B. Raj |
Publisher | : Springer Science & Business Media |
Total Pages | : 207 |
Release | : 2013-03-09 |
Genre | : Business & Economics |
ISBN | : 9401578192 |
During 1985-86, the acquisition editor for the humanities and social sciences division of Kluwer Academic Publishers in the Netherlands visited the University of Horida (where I was also visiting while on sabbatical leave from Wilfrid Laurier University as the McKethan-Matherly Senior Research Fellow) to discuss publishing plans of the faculty. He expressed a keen interest in publishing the proceedings of the conference of the Canadian Econometric Study Group (CESG) that was to be held the following year at WLU. This volume is the end product of his interest, endurance, and persistence. But for his persistence I would have given up on th~ project Most of the papers (though not all) included in this volume are based on presentations at CESG conferences. In some cases scholars were invited to contribute to this volume where their research complimented those presented at these conferences even though they were not conference participants. Since papers selected for presentation at the CESG conferences are generally the finished product of scholarly research and often under submission to refereed journals, it was not possible to publish the conference proceedings in their entirety. Accordingly it was decided, in consultation with the publisher, to invite a select list of authors to submit significant extensions of the papers they presented at the CESG conferences for inclusion in this volume. The editor wishes to express gratitude to all those authors who submitted their papers for evaluation by anonymous referees and for making revisions to conform to our editorial process.
Author | : Takeshi Amemiya |
Publisher | : Cambridge University Press |
Total Pages | : 472 |
Release | : 2001-01-08 |
Genre | : Business & Economics |
ISBN | : 9780521662468 |
This collection investigates parametric, semiparametric, nonparametric, and nonlinear estimation techniques in statistical modeling.
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.
Author | : William A. Barnett |
Publisher | : Cambridge University Press |
Total Pages | : 512 |
Release | : 1991-06-28 |
Genre | : Business & Economics |
ISBN | : 9780521424318 |
Papers from a 1988 symposium on the estimation and testing of models that impose relatively weak restrictions on the stochastic behaviour of data.
Author | : John Eatwell |
Publisher | : W. W. Norton & Company |
Total Pages | : 306 |
Release | : 1990 |
Genre | : Business & Economics |
ISBN | : 9780393958560 |
"First published in the New Palgrave: a dictionary of economics ... in four volumes, 1987"--T.p. verso. Includes bibliographical references.
Author | : Society for Industrial and Applied Mathematics |
Publisher | : |
Total Pages | : 736 |
Release | : 1986 |
Genre | : Mathematical analysis |
ISBN | : |
Author | : John P. Klein |
Publisher | : Springer Science & Business Media |
Total Pages | : 508 |
Release | : 2013-06-29 |
Genre | : Medical |
ISBN | : 1475727283 |
Making complex methods more accessible to applied researchers without an advanced mathematical background, the authors present the essence of new techniques available, as well as classical techniques, and apply them to data. Practical suggestions for implementing the various methods are set off in a series of practical notes at the end of each section, while technical details of the derivation of the techniques are sketched in the technical notes. This book will thus be useful for investigators who need to analyse censored or truncated life time data, and as a textbook for a graduate course in survival analysis, the only prerequisite being a standard course in statistical methodology.
Author | : |
Publisher | : |
Total Pages | : 822 |
Release | : 2001 |
Genre | : Econometrics |
ISBN | : |
Author | : Richard Breen |
Publisher | : SAGE |
Total Pages | : 92 |
Release | : 1996-01-09 |
Genre | : Mathematics |
ISBN | : 9780803957107 |
This book provides an introduction to the regression models needed, where an outcome variable for a sample is not representative of the population from which a generalized result is sought.