Nonlinear Panel Data Models With Dynamic Heterogeneity

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Panel Data Econometrics

Author : Mike Tsionas
Publisher : Academic Press
ISBN 13 : 0128144319
Total Pages : 434 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Panel Data Econometrics by : Mike Tsionas

Download or read book Panel Data Econometrics written by Mike Tsionas and published by Academic Press. This book was released on 2019-06-19 with total page 434 pages. Available in PDF, EPUB and Kindle. Book excerpt: Panel Data Econometrics: Theory introduces econometric modelling. Written by experts from diverse disciplines, the volume uses longitudinal datasets to illuminate applications for a variety of fields, such as banking, financial markets, tourism and transportation, auctions, and experimental economics. Contributors emphasize techniques and applications, and they accompany their explanations with case studies, empirical exercises and supplementary code in R. They also address panel data analysis in the context of productivity and efficiency analysis, where some of the most interesting applications and advancements have recently been made. - Provides a vast array of empirical applications useful to practitioners from different application environments - Accompanied by extensive case studies and empirical exercises - Includes empirical chapters accompanied by supplementary code in R, helping researchers replicate findings - Represents an accessible resource for diverse industries, including health, transportation, tourism, economic growth, and banking, where researchers are not always econometrics experts

Microeconometrics

Author : Steven Durlauf
Publisher : Springer
ISBN 13 : 0230280811
Total Pages : 365 pages
Book Rating : 4.2/5 (32 download)

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Book Synopsis Microeconometrics by : Steven Durlauf

Download or read book Microeconometrics written by Steven Durlauf and published by Springer. This book was released on 2016-06-07 with total page 365 pages. Available in PDF, EPUB and Kindle. Book excerpt: Specially selected from The New Palgrave Dictionary of Economics 2nd edition, each article within this compendium covers the fundamental themes within the discipline and is written by a leading practitioner in the field. A handy reference tool.

High-dimensional Econometrics And Identification

Author : Chihwa Kao
Publisher : World Scientific
ISBN 13 : 9811200173
Total Pages : 179 pages
Book Rating : 4.8/5 (112 download)

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Book Synopsis High-dimensional Econometrics And Identification by : Chihwa Kao

Download or read book High-dimensional Econometrics And Identification written by Chihwa Kao and published by World Scientific. This book was released on 2019-04-05 with total page 179 pages. Available in PDF, EPUB and Kindle. Book excerpt: In many applications of econometrics and economics, a large proportion of the questions of interest are identification. An economist may be interested in uncovering the true signal when the data could be very noisy, such as time-series spurious regression and weak instruments problems, to name a few. In this book, High-Dimensional Econometrics and Identification, we illustrate the true signal and, hence, identification can be recovered even with noisy data in high-dimensional data, e.g., large panels. High-dimensional data in econometrics is the rule rather than the exception. One of the tools to analyze large, high-dimensional data is the panel data model.High-Dimensional Econometrics and Identification grew out of research work on the identification and high-dimensional econometrics that we have collaborated on over the years, and it aims to provide an up-todate presentation of the issues of identification and high-dimensional econometrics, as well as insights into the use of these results in empirical studies. This book is designed for high-level graduate courses in econometrics and statistics, as well as used as a reference for researchers.

Analysis of Panel Data

Author : Cheng Hsiao
Publisher : Cambridge University Press
ISBN 13 : 1107038693
Total Pages : 563 pages
Book Rating : 4.1/5 (7 download)

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Book Synopsis Analysis of Panel Data by : Cheng Hsiao

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.

Econometric Analysis of Cross Section and Panel Data, second edition

Author : Jeffrey M. Wooldridge
Publisher : MIT Press
ISBN 13 : 0262232588
Total Pages : 1095 pages
Book Rating : 4.2/5 (622 download)

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Book Synopsis Econometric Analysis of Cross Section and Panel Data, second edition by : Jeffrey M. Wooldridge

Download or read book Econometric Analysis of Cross Section and Panel Data, second edition written by Jeffrey M. Wooldridge and published by MIT Press. This book was released on 2010-10-01 with total page 1095 pages. Available in PDF, EPUB and Kindle. Book excerpt: The second edition of a comprehensive state-of-the-art graduate level text on microeconometric methods, substantially revised and updated. The second edition of this acclaimed graduate text provides a unified treatment of two methods used in contemporary econometric research, cross section and data panel methods. By focusing on assumptions that can be given behavioral content, the book maintains an appropriate level of rigor while emphasizing intuitive thinking. The analysis covers both linear and nonlinear models, including models with dynamics and/or individual heterogeneity. In addition to general estimation frameworks (particular methods of moments and maximum likelihood), specific linear and nonlinear methods are covered in detail, including probit and logit models and their multivariate, Tobit models, models for count data, censored and missing data schemes, causal (or treatment) effects, and duration analysis. Econometric Analysis of Cross Section and Panel Data was the first graduate econometrics text to focus on microeconomic data structures, allowing assumptions to be separated into population and sampling assumptions. This second edition has been substantially updated and revised. Improvements include a broader class of models for missing data problems; more detailed treatment of cluster problems, an important topic for empirical researchers; expanded discussion of "generalized instrumental variables" (GIV) estimation; new coverage (based on the author's own recent research) of inverse probability weighting; a more complete framework for estimating treatment effects with panel data, and a firmly established link between econometric approaches to nonlinear panel data and the "generalized estimating equation" literature popular in statistics and other fields. New attention is given to explaining when particular econometric methods can be applied; the goal is not only to tell readers what does work, but why certain "obvious" procedures do not. The numerous included exercises, both theoretical and computer-based, allow the reader to extend methods covered in the text and discover new insights.

Essays in Honor of M. Hashem Pesaran

Author : Alexander Chudik
Publisher : Emerald Group Publishing
ISBN 13 : 1802620672
Total Pages : 320 pages
Book Rating : 4.8/5 (26 download)

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Book Synopsis Essays in Honor of M. Hashem Pesaran by : Alexander Chudik

Download or read book Essays in Honor of M. Hashem Pesaran written by Alexander Chudik and published by Emerald Group Publishing. This book was released on 2022-01-18 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: The collection of chapters in Volume 43 Part B of Advances in Econometrics serves as a tribute to one of the most innovative, influential, and productive econometricians of his generation, Professor M. Hashem Pesaran.

The Econometrics of Individual Risk

Author : Christian Gourieroux
Publisher : Princeton University Press
ISBN 13 : 0691168210
Total Pages : 255 pages
Book Rating : 4.6/5 (911 download)

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Book Synopsis The Econometrics of Individual Risk by : Christian Gourieroux

Download or read book The Econometrics of Individual Risk written by Christian Gourieroux and published by Princeton University Press. This book was released on 2015-07-28 with total page 255 pages. Available in PDF, EPUB and Kindle. Book excerpt: The individual risks faced by banks, insurers, and marketers are less well understood than aggregate risks such as market-price changes. But the risks incurred or carried by individual people, companies, insurance policies, or credit agreements can be just as devastating as macroevents such as share-price fluctuations. A comprehensive introduction, The Econometrics of Individual Risk is the first book to provide a complete econometric methodology for quantifying and managing this underappreciated but important variety of risk. The book presents a course in the econometric theory of individual risk illustrated by empirical examples. And, unlike other texts, it is focused entirely on solving the actual individual risk problems businesses confront today. Christian Gourieroux and Joann Jasiak emphasize the microeconometric aspect of risk analysis by extensively discussing practical problems such as retail credit scoring, credit card transaction dynamics, and profit maximization in promotional mailing. They address regulatory issues in sections on computing the minimum capital reserve for coverage of potential losses, and on the credit-risk measure CreditVar. The book will interest graduate students in economics, business, finance, and actuarial studies, as well as actuaries and financial analysts.

Panel Data Econometrics with R

Author : Yves Croissant
Publisher : John Wiley & Sons
ISBN 13 : 1118949188
Total Pages : 435 pages
Book Rating : 4.1/5 (189 download)

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Book Synopsis Panel Data Econometrics with R by : Yves Croissant

Download or read book Panel Data Econometrics with R written by Yves Croissant and published by John Wiley & Sons. This book was released on 2018-08-10 with total page 435 pages. Available in PDF, EPUB and Kindle. Book excerpt: Panel Data Econometrics with R provides a tutorial for using R in the field of panel data econometrics. Illustrated throughout with examples in econometrics, political science, agriculture and epidemiology, this book presents classic methodology and applications as well as more advanced topics and recent developments in this field including error component models, spatial panels and dynamic models. They have developed the software programming in R and host replicable material on the book’s accompanying website.

Panel Data Econometrics

Author : Pietro Balestra
Publisher : JAI Press(NY)
ISBN 13 :
Total Pages : 360 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Panel Data Econometrics by : Pietro Balestra

Download or read book Panel Data Econometrics written by Pietro Balestra and published by JAI Press(NY). This book was released on 2000 with total page 360 pages. Available in PDF, EPUB and Kindle. Book excerpt: The main focus of this book is on various theoretical and practical issues in the field of panel data econometrics. This is an important and active field of research with significant relevance for empirical studies in a variety of subjects including economics, finance, social sciences, health etc. This book presents contributions by several leading experts who provide their views on a wide range of topics, both theoretical and applied, that can serve as a basis for future research on the methodology and applications of panel data modelling. Areas of application of panel data modelling have only been increasing over the past years and there is no doubt that the range is going to expand further. The applied papers of this book have been regrouped as one major part and further subdivided into different fields, thus showing their variety and opening up the horizon for researchers in these and other fields. The reader will notice that they all have a substantial methodological content which is indispensable for their analysis of the economic, social or other phenomena under consideration. This first part includes such diversified areas of study as macroeconomics, social economics, insurance/finance and energy economics. As a second part, there are papers that deal more with theoretical issues such as specification problems, unit root tests and aggregation of individual series, heteroscedasticity tests for panel data models and non-parametric techniques. The final part contains papers that are directly related to and elaborate on Balestra's work.

Time Series and Panel Data Econometrics

Author : M. Hashem Pesaran
Publisher : Oxford University Press
ISBN 13 : 0198736916
Total Pages : 1095 pages
Book Rating : 4.1/5 (987 download)

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Book Synopsis Time Series and Panel Data Econometrics by : M. Hashem Pesaran

Download or read book Time Series and Panel Data Econometrics written by M. Hashem Pesaran and published by Oxford University Press. This book was released on 2015 with total page 1095 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is concerned with recent developments in time series and panel data techniques for the analysis of macroeconomic and financial data. It provides a rigorous, nevertheless user-friendly, account of the time series techniques dealing with univariate and multivariate time series models, as well as panel data models. It is distinct from other time series texts in the sense that it also covers panel data models and attempts at a more coherent integration of time series, multivariate analysis, and panel data models. It builds on the author's extensive research in the areas of time series and panel data analysis and covers a wide variety of topics in one volume. Different parts of the book can be used as teaching material for a variety of courses in econometrics. It can also be used as reference manual. It begins with an overview of basic econometric and statistical techniques, and provides an account of stochastic processes, univariate and multivariate time series, tests for unit roots, cointegration, impulse response analysis, autoregressive conditional heteroskedasticity models, simultaneous equation models, vector autoregressions, causality, forecasting, multivariate volatility models, panel data models, aggregation and global vector autoregressive models (GVAR). The techniques are illustrated using Microfit 5 (Pesaran and Pesaran, 2009, OUP) with applications to real output, inflation, interest rates, exchange rates, and stock prices.

The Oxford Handbook of Panel Data

Author : Badi Hani Baltagi
Publisher :
ISBN 13 : 0199940045
Total Pages : 705 pages
Book Rating : 4.1/5 (999 download)

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Book Synopsis The Oxford Handbook of Panel Data by : Badi Hani Baltagi

Download or read book The Oxford Handbook of Panel Data written by Badi Hani Baltagi and published by . This book was released on 2015 with total page 705 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Oxford Handbook of Panel Data examines new developments in the theory and applications of panel data. It includes basic topics like non-stationary panels, co-integration in panels, multifactor panel models, panel unit roots, measurement error in panels, incidental parameters and dynamic panels, spatial panels, nonparametric panel data, random coefficients, treatment effects, sample selection, count panel data, limited dependent variable panel models, unbalanced panel models with interactive effects and influential observations in panel data. Contributors to the Handbook explore applications of panel data to a wide range of topics in economics, including health, labor, marketing, trade, productivity, and macro applications in panels. This Handbook is an informative and comprehensive guide for both those who are relatively new to the field and for those wishing to extend their knowledge to the frontier. It is a trusted and definitive source on panel data, having been edited by Professor Badi Baltagi-widely recognized as one of the foremost econometricians in the area of panel data econometrics. Professor Baltagi has successfully recruited an all-star cast of experts for each of the well-chosen topics in the Handbook.

Heterogeneity and Dynamics in Individual Wages and Labour Market Histories.

Author :
Publisher : Univ Santiago de Compostela
ISBN 13 :
Total Pages : 231 pages
Book Rating : 4./5 ( download)

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Book Synopsis Heterogeneity and Dynamics in Individual Wages and Labour Market Histories. by :

Download or read book Heterogeneity and Dynamics in Individual Wages and Labour Market Histories. written by and published by Univ Santiago de Compostela. This book was released on with total page 231 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Econometric Analysis of Panel Data

Author : Badi Baltagi
Publisher : John Wiley & Sons
ISBN 13 : 0470518863
Total Pages : 239 pages
Book Rating : 4.4/5 (75 download)

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Book Synopsis Econometric Analysis of Panel Data by : Badi Baltagi

Download or read book Econometric Analysis of Panel Data written by Badi Baltagi and published by John Wiley & Sons. This book was released on 2008-06-30 with total page 239 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Advances in Taxation

Author : John Hasseldine
Publisher : Emerald Group Publishing
ISBN 13 : 1839091878
Total Pages : 156 pages
Book Rating : 4.8/5 (39 download)

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Book Synopsis Advances in Taxation by : John Hasseldine

Download or read book Advances in Taxation written by John Hasseldine and published by Emerald Group Publishing. This book was released on 2020-10-19 with total page 156 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume presents studies from expert contributors exploring topics such as: corporate tax planning, tax-related accounting misstatements and uncertain tax positions, financial statement readability, the tax effects of a major pension scheme change, and non-professional investor and taxpayer judgments and perceptions.

Macroeconomic Analysis and International Finance

Author : Georgios P. Kouretas
Publisher : Emerald Group Publishing
ISBN 13 : 178350756X
Total Pages : 285 pages
Book Rating : 4.7/5 (835 download)

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Book Synopsis Macroeconomic Analysis and International Finance by : Georgios P. Kouretas

Download or read book Macroeconomic Analysis and International Finance written by Georgios P. Kouretas and published by Emerald Group Publishing. This book was released on 2014-02-20 with total page 285 pages. Available in PDF, EPUB and Kindle. Book excerpt: Banking sector transformation, economic growth and inequality and exchange rate arrangements are critical issues whose importance has been highlighted during the recent financial crisis. This volume contains new research on the relationships between economic growth, inequality and the financial sector.

Exemplary Economists: North America

Author : Roger Backhouse
Publisher : Edward Elgar Publishing
ISBN 13 : 9781782543114
Total Pages : 488 pages
Book Rating : 4.5/5 (431 download)

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Book Synopsis Exemplary Economists: North America by : Roger Backhouse

Download or read book Exemplary Economists: North America written by Roger Backhouse and published by Edward Elgar Publishing. This book was released on 2000-01-01 with total page 488 pages. Available in PDF, EPUB and Kindle. Book excerpt: Focuses on leading economists who were born, or have spent the greater part of their lives, in America.

Applied Health Economics

Author : Andrew M. Jones
Publisher : Routledge
ISBN 13 : 1134152353
Total Pages : 348 pages
Book Rating : 4.1/5 (341 download)

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Book Synopsis Applied Health Economics by : Andrew M. Jones

Download or read book Applied Health Economics written by Andrew M. Jones and published by Routledge. This book was released on 2007-03-06 with total page 348 pages. Available in PDF, EPUB and Kindle. Book excerpt: Large-scale survey datasets, in particular complex survey designs such as panel data, provide a rich source of information for health economists. They offer the scope to control for individual heterogeneity and to model the dynamics of individual behaviour. However the measures of outcome used in health economics are often qualitative or categorical. These create special problems for estimating econometric models. The dramatic growth in computing power over recent years has been accompanied by the development of methods that help to solve these problems. This book provides a practical guide to the skills required to put these techniques into practice. This book illustrates practical applications of these methods using data on health from, among others, the British Health and Lifestyle Survey (HALS), the British Household Panel Survey (BHPS), the European Community Household Panel (ECHP) and the WHO Multi-Country Survey (WHO-MCS). Assuming a familiarity with the basic syntax and structure of Stata, this book presents and explains the statistical output using empirical case studies rather than general theory. Never before has a health economics text brought theory and practice together and this book will be of great benefit to applied economists, as well as advanced undergraduate and post graduate students in health economics and applied econometrics.