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Author : James Leo Powell III
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (254 download)
Download or read book Least Absolute Deviations Estimation for Censored and Truncated Regression Models written by James Leo Powell III and published by . This book was released on 1982 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : James Leo Powell
Publisher :
ISBN 13 :
Total Pages : 262 pages
Book Rating : 4.F/5 ( download)
Download or read book Least Absolute Deviations Estimation for Censored and Truncated Regression Models written by James Leo Powell and published by . This book was released on 1981 with total page 262 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : S. Eakambaram
Publisher : LAP Lambert Academic Publishing
ISBN 13 : 9783846508565
Total Pages : 120 pages
Book Rating : 4.5/5 (85 download)
Download or read book Least Absolute Deviation Regression Theory and Methods written by S. Eakambaram and published by LAP Lambert Academic Publishing. This book was released on 2011-10 with total page 120 pages. Available in PDF, EPUB and Kindle. Book excerpt: This monograph deals with Introduction, Basic Concepts, Brief Review of Regression Theory. It present the work related to Least Absolute Deviations (LAD) Regression and its estimation theory with and without auto correlated errors. LAD and Least Squares estimation of censored regression model with fixed and marginal effects are also discussed. Further, it contains LAD estimation for linear and nonlinear regression model for truncated and censored data.
Author : Kazumitsu Nawata
Publisher :
ISBN 13 :
Total Pages : 36 pages
Book Rating : 4.:/5 (318 download)
Download or read book The Least Absolute Deviations Estimators in Generalized Regression Models written by Kazumitsu Nawata and published by . This book was released on 1990 with total page 36 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Kwok-Leung Tsui
Publisher :
ISBN 13 :
Total Pages : 244 pages
Book Rating : 4.:/5 (89 download)
Download or read book Nonparametric and Parametric Estimation with Truncated Regression Data written by Kwok-Leung Tsui and published by . This book was released on 1986 with total page 244 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Richard Breen
Publisher : SAGE
ISBN 13 : 9780803957107
Total Pages : 92 pages
Book Rating : 4.9/5 (571 download)
Download or read book Regression Models written by Richard Breen and published by SAGE. This book was released on 1996-01-09 with total page 92 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Author : Luojia Hu
Publisher :
ISBN 13 :
Total Pages : 60 pages
Book Rating : 4.E/5 ( download)
Download or read book Estimating a Censored Dynamic Panel Data Model with an Application to Earnings Dynamics written by Luojia Hu and published by . This book was released on 2000 with total page 60 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Jiann Chyun Hao
Publisher :
ISBN 13 :
Total Pages : 148 pages
Book Rating : 4.:/5 (48 download)
Download or read book An Empirical Investigation of the Performance of Two Estimators of Heteroskedastic Limited Dependent Variable Models written by Jiann Chyun Hao and published by . This book was released on 1992 with total page 148 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Chul-Ki Kim
Publisher :
ISBN 13 :
Total Pages : 174 pages
Book Rating : 4.F/5 ( download)
Download or read book Nonparametric Regression for Censored and Truncated Data written by Chul-Ki Kim and published by . This book was released on 1995 with total page 174 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Cheng Hsiao
Publisher : Cambridge University Press
ISBN 13 : 1107038693
Total Pages : 563 pages
Book Rating : 4.1/5 (7 download)
Download or read book Analysis of Panel Data written by Cheng Hsiao and published by Cambridge University Press. This book was released on 2014-12-08 with total page 563 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 : Stanford University. Department of Statistics
Publisher :
ISBN 13 :
Total Pages : 29 pages
Book Rating : 4.:/5 (123 download)
Download or read book Asymptotically Efficient Estimation in Censored and Truncated Regression Models written by Stanford University. Department of Statistics and published by . This book was released on 1991 with total page 29 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Pavel Čížek
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (228 download)
Download or read book Semiparametric Robust Estimation of Truncated and Censored Regression Models written by Pavel Čížek and published by . This book was released on 2008 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Takeshi Amemiya
Publisher : Cambridge University Press
ISBN 13 : 9780521662468
Total Pages : 472 pages
Book Rating : 4.6/5 (624 download)
Download or read book Nonlinear Statistical Modeling written by Takeshi Amemiya and published by Cambridge University Press. This book was released on 2001-01-08 with total page 472 pages. Available in PDF, EPUB and Kindle. Book excerpt: This collection investigates parametric, semiparametric, nonparametric, and nonlinear estimation techniques in statistical modeling.
Author : B. Raj
Publisher : Springer Science & Business Media
ISBN 13 : 9401578192
Total Pages : 207 pages
Book Rating : 4.4/5 (15 download)
Download or read book Advances in Econometrics and Modelling written by B. Raj and published by Springer Science & Business Media. This book was released on 2013-03-09 with total page 207 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 : William A. Barnett
Publisher : Cambridge University Press
ISBN 13 : 9780521424318
Total Pages : 512 pages
Book Rating : 4.4/5 (243 download)
Download or read book Nonparametric and Semiparametric Methods in Econometrics and Statistics written by William A. Barnett and published by Cambridge University Press. This book was released on 1991-06-28 with total page 512 pages. Available in PDF, EPUB and Kindle. Book excerpt: Papers from a 1988 symposium on the estimation and testing of models that impose relatively weak restrictions on the stochastic behaviour of data.
Download or read book Sparse Estimation and Inference for Censored Median Regression written by and published by . This book was released on 2004 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Censored median regression models have been shown to be useful for analyzing a variety of censored survival data with the robustness property. We study sparse estimation and inference of censored median regression. The new method minimizes an inverse censoring probability weighted least absolute deviation subject to the adaptive LASSO penalty. We show that, with a proper choice of the tuning parameter, the proposed estimator has nice theoretical properties such as root-n consistency and asymptotic normality. The estimator can also identify the underlying sparse model consistently. We propose using a resampling method to estimate the variance of the proposed estimator. Furthermore, the new procedure enjoys great advantages in computation, since its entire solution path can be obtained efficiently. Also, the method can be extended to multivariate survival data, where there is a natural or artificial clustering structure. The performance of our estimator is evaluated by extensive simulations and two real data applications.
Author : Badi H. Baltagi
Publisher : Springer Nature
ISBN 13 : 3030539539
Total Pages : 436 pages
Book Rating : 4.0/5 (35 download)
Download or read book Econometric Analysis of Panel Data written by Badi H. Baltagi and published by Springer Nature. This book was released on 2021-03-16 with total page 436 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
