Econometric Models With Panel Data
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Econometric Models With Panel Data Applications With Stata
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Author : César Pérez López
language : en
Publisher: CESAR PEREZ
Release Date : 2022
Econometric Models With Panel Data Applications With Stata written by César Pérez López and has been published by CESAR PEREZ this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022 with Business & Economics categories.
"The data panels are a special type of samples in which the behavior of a certain number of economic agents is followed over time. In this way, the researcher can perform economic analysis and specify models with the data of cross section that are obtained when all operators are considered in an instant of time. Different patterns of behaviour of all agents together studied in the different temporal moments may thus be assessed. Alternatively, you can perform the same analysis considering time series given by the evolution of each economic agent throughout all the periods of the sample. This book explores the panel data econometrics through STATA. The most important topics are the following: Linear regression estimators in panel data models, fixed and random effects, heteroskedasticity and autocorrelation in panel data models, instrumental variables and two stage least squares in panel data models, dynamic panel data models, logit and probit panel data models, censored panel data models, count panel data models, Tobit panel data models, Poisson panel data models, negative binomial panel data models and others models with panel data.".
Econometric Analysis Of Panel Data
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Author : Badi Baltagi
language : en
Publisher: John Wiley & Sons
Release Date : 2008-06-30
Econometric Analysis Of Panel Data written by Badi Baltagi and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-06-30 with Business & Economics categories.
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.
Econometric Models With Panel Data
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Author : César Pérez López
language : en
Publisher: Createspace Independent Publishing Platform
Release Date : 2015-01-20
Econometric Models With Panel Data written by César Pérez López and has been published by Createspace Independent Publishing Platform this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-01-20 with Econometric models categories.
Data panels are a special type of samples in which the behavior of a certain number of economic agents is followed over time. In this way, the researcher can perform economic analysis and specify models with the data of cross section (or cross section) that are obtained when all operators are considered in an instant of time. Different patterns of behaviour of all players together studied in the different temporal moments may thus be assessed. Alternatively, you can perform the same analysis considering time series given by the evolution of each economic agent throughout all the periods of the sample. In the latter case could be considered different patterns for individual to individual behaviour all the time interval of the sample. The book focuses on practical aspects of econometrics of panel data presenting variety of solved exercise with the latest software. STATA, SAS, SPSS and EVIEWS software was used. The remarkable reads as follows: MODELS WITH PANEL DATA PURE PANELS AND EXPANDED PANELS COMPARISON BETWEEN ANNUAL SAMPLES, COMBINATIONS OF CROSS SECTIONS (DATA POOL) AND PANELS ECONOMETRIC MODELS WITH PANEL DATA PANEL DATA MODELS WITH CONSTANT COEFFICIENTS PANEL DATA MODELS WITH FIXED EFFECTS PANEL DATA MODELS WITH RANDOM EFFECTS DYNAMIC PANEL DATA MODELS LOGIT AND PROBIT PANEL DATA MODELS PANEL DATA MODELS WITH EVIEWS EVIEWS AND MODELS WITH PANEL DATA. PANELS OF CONSTANT COEFICIENTS, FIXED EFFECTS AND RANDOM EFFECTS EVIEWS AND DYNAMIC MODELS WITH PANEL DATA. ARELLANO AND BOND METHODOLOGY PANEL DATA MODELS WITH STATA EXAMPLES MODELS WITH PANEL DATA LOGIT, PROBIT AND POISSON MODELS WITH PANEL DATA ESTIMATION OF DYNAMIC PANELS USING THE ARELLANO - BOND METHODOLOGY PANEL DATA MODELS WITH SAS 57 SAS AND MODELS WITH PANELDATA. PROCEDURE TSCSREG SAS AND MODELS WITH PANEL DATA. PROCEDURE PANEL PANEL DATA MODELS WITH SPSS STABILITY IN PANEL DATA MODELS. STRUCTURAL CHANGE, UNIT ROOTS AND COINTEGRATION STRUCTURAL STABILITY IN ECONOMETRIC MODELS UNSTABLE MODELS: SPURIOUS REGRESSIONS SEASONAL TIME SERIES. DETECTION OF SEASONALITY UNIT ROOTS TESTS STABLE MODELS IN THE LONG TERM: THE COINTEGRATION ANALYSIS THE ERROR CORRECTION MODELS UNIT ROOTS AND COINTEGRATION IN SEASONAL SERIES UNIT ROOTS AND COINTEGRATION IN SERIES WITH STRUCTURAL CHANGE UNIT ROOTS AND COINTEGRATION WITH PANEL DATA STATIONARY AND SEASONALITY WITH EVIEWS ROOTS UNIT, COINTEGRATION AND STRUCTURAL CHANGE WITH EVIEWS EVIEWS AND THE CONTRASTS OF UNIT ROOTS WITH PANEL DATA. COINTEGRATION IN PANEL DATA MODELS UNIT ROOTS, COINTEGRATION AND STRUCTURAL CHANGE WITH SAS SAS AND UNIT ROOTS TESTS WITH PANEL DATA MODELS. COINTEGRATION IN PANEL DATA MODELS
The Econometrics Of Panel Data
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Author : László Mátyás
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-12-01
The Econometrics Of Panel Data written by László Mátyás and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-12-01 with Business & Economics categories.
The aim of this volume is to provide a general overview of the econometrics of panel data, both from a theoretical and from an applied viewpoint. Since the pioneering papers by Kuh (1959), Mundlak (1961), Hoch (1962), and Balestra and Nerlove (1966), the pooling of cross section and time series data has become an increasingly popular way of quantifying economic relationships. Each series provides information lacking in the other, so a combination of both leads to more accurate and reliable results than would be achievable by one type of series alone. Over the last 30 years much work has been done: investigation of the properties of the applied estimators and test statistics, analysis of dynamic models and the effects of eventual measurement errors, etc. These are just some of the problems addressed by this work. In addition, some specific diffi culties associated with the use of panel data, such as attrition, heterogeneity, selectivity bias, pseudo panels etc., have also been explored. The first objective of this book, which takes up Parts I and II, is to give as complete and up-to-date a presentation of these theoretical developments as possible. Part I is concerned with classical linear models and their extensions; Part II deals with nonlinear models and related issues: logit and probit models, latent variable models, incomplete panels and selectivity bias, and point processes.
Essays In Panel Data Econometrics
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Author : Marc Nerlove
language : en
Publisher: Cambridge University Press
Release Date : 2005-11-10
Essays In Panel Data Econometrics written by Marc Nerlove and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005-11-10 with Business & Economics categories.
This volume collects seven classic essays on panel data econometrics, and a cogent essay on the history of the subject.
Panel Data Econometrics
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Author : Myoung-jae Lee
language : en
Publisher: Emerald Group Pub Limited
Release Date : 2002
Panel Data Econometrics written by Myoung-jae Lee and has been published by Emerald Group Pub Limited this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002 with Business & Economics categories.
Disk contains: Four data sets -- Ten GAUSS programs for empirical examples in text.
Panel Data Econometrics
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Author : Mike Tsionas
language : en
Publisher: Academic Press
Release Date : 2019-06-20
Panel Data Econometrics written by Mike Tsionas and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-06-20 with Business & Economics categories.
Panel Data Econometrics: Empirical Applications 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
The Econometrics Of Panel Data
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Author : László Mátyás
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-12-01
The Econometrics Of Panel Data written by László Mátyás and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-12-01 with Business & Economics categories.
The aim of this volume is to provide a general overview of the econometrics of panel data, both from a theoretical and from an applied viewpoint. Since the pioneering papers by Edwin Kuh (1959), Yair Mundlak (1961), Irving Hoch (1962), and Pietro Balestra and Marc Nerlove (1966), the pooling of cross sections and time series data has become an increasingly popular way of quantifying economic relationships. Each series provides information lacking in the other, so a combination of both leads to more accurate and reliable results than would be achievable by one type of series alone. Over the last 30 years much work has been done: investigation of the properties of the applied estimators and test statistics, analysis of dynamic models and the effects of eventual measurement errors, etc. These are just some of the problems addressed by this work. In addition, some specific diffi culties associated with the use of panel data, such as attrition, heterogeneity, selectivity bias, pseudo panels etc., have also been explored. The first objective of this book, which takes up Parts I and II, is to give as complete and up-to-date a presentation of these theoretical developments as possible. Part I is concerned with classical linear models and their extensions; Part II deals with nonlinear models and related issues: logit and pro bit models, latent variable models, duration and count data models, incomplete panels and selectivity bias, point processes, and simulation techniques.
Panel Data Econometrics With R
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Author : Yves Croissant
language : en
Publisher: John Wiley & Sons
Release Date : 2018-11-05
Panel Data Econometrics With R written by Yves Croissant and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-11-05 with Mathematics categories.
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
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Author : Manuel Arellano
language : en
Publisher: Oxford University Press
Release Date : 2003
Panel Data Econometrics written by Manuel Arellano and has been published by Oxford University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003 with Business & Economics categories.
Written by one of the world's leading experts on dynamic panel data reviews, this volume reviews most of the important topics in the subject. It deals with static models, dynamic models, discrete choice and related models.