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Author : G. S. Maddala
Publisher :
ISBN 13 :
Total Pages : 30 pages
Book Rating : 4.:/5 (65 download)
Download or read book Identification and Estimation Problems in Limited Dependent Variable Models written by G. S. Maddala and published by . This book was released on 1976 with total page 30 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Cheng Hsiao
Publisher : Cambridge University Press
ISBN 13 : 113943134X
Total Pages : 352 pages
Book Rating : 4.1/5 (394 download)
Download or read book Analysis of Panels and Limited Dependent Variable Models written by Cheng Hsiao and published by Cambridge University Press. This book was released on 1999-07-29 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: This important collection brings together leading econometricians to discuss advances in the areas of the econometrics of panel data. The papers in this collection can be grouped into two categories. The first, which includes chapters by Amemiya, Baltagi, Arellano, Bover and Labeaga, primarily deal with different aspects of limited dependent variables and sample selectivity. The second group of papers, including those by Nerlove, Schmidt and Ahn, Kiviet, Davies and Lahiri, consider issues that arise in the estimation of dyanamic (possibly) heterogeneous panel data models. Overall, the contributors focus on the issues of simplifying complex real-world phenomena into easily generalisable inferences from individual outcomes. As the contributions of G. S. Maddala in the fields of limited dependent variables and panel data were particularly influential, it is a fitting tribute that this volume is dedicated to him.
Author : Joshua D. Angrist
Publisher :
ISBN 13 :
Total Pages : 56 pages
Book Rating : 4.:/5 (321 download)
Download or read book Estimation of Limited-dependent Variable Models with Dummy Endogenous Regressors written by Joshua D. Angrist and published by . This book was released on 2000 with total page 56 pages. Available in PDF, EPUB and Kindle. Book excerpt: Applied economists have long struggled with the question of how to accommodate binary endogenous regressors in models with binary and non-negative outcomes. I argue here that much of the difficulty with limited-dependent variables comes from a focus on structural parameters, such as index coefficients, instead of causal effects. Once the object of estimation is taken to be the causal effect of treatment, a number of simple strategies is available. These include conventional two-stage least squares, multiplicative models for conditional means, linear approximation of nonlinear causal models, models for distribution effects, and quantile regression with an endogenous binary regressor. The estimation strategies discussed in the paper are illustrated by using multiple births to estimate the effect of childbearing on employment status and hours of work.
Author : Lung-fei Lee
Publisher :
ISBN 13 :
Total Pages : 310 pages
Book Rating : 4.E/5 ( download)
Download or read book Estimation of Limited Dependent Variable Models by Two Stage Methods written by Lung-fei Lee and published by . This book was released on 1977 with total page 310 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Ivan Jeliazkov
Publisher : Emerald Group Publishing
ISBN 13 : 1789732433
Total Pages : 296 pages
Book Rating : 4.7/5 (897 download)
Download or read book Topics in Identification, Limited Dependent Variables, Partial Observability, Experimentation, and Flexible Modeling written by Ivan Jeliazkov and published by Emerald Group Publishing. This book was released on 2019-08-30 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: In honor of Dale J. Poirier, experienced editors Ivan Jeliazkov and Justin Tobias bring together a cast of expert contributors to explore the most up-to-date research on econometrics, including subjects such as panel data models, posterior simulation, and Bayesian models.
Author : G. S. Maddala
Publisher : Cambridge University Press
ISBN 13 : 1107782414
Total Pages : 418 pages
Book Rating : 4.1/5 (77 download)
Download or read book Limited-Dependent and Qualitative Variables in Econometrics written by G. S. Maddala and published by Cambridge University Press. This book was released on 1986-06-27 with total page 418 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the econometric analysis of single-equation and simultaneous-equation models in which the jointly dependent variables can be continuous, categorical, or truncated. Despite the traditional emphasis on continuous variables in econometrics, many of the economic variables encountered in practice are categorical (those for which a suitable category can be found but where no actual measurement exists) or truncated (those that can be observed only in certain ranges). Such variables are involved, for example, in models of occupational choice, choice of tenure in housing, and choice of type of schooling. Models with regulated prices and rationing, and models for program evaluation, also represent areas of application for the techniques presented by the author.
Author : Joshua David Angrist
Publisher :
ISBN 13 :
Total Pages : 36 pages
Book Rating : 4.:/5 (451 download)
Download or read book Estimation of Limited-dependent Variable Models with Dummy Endogenous Regressors written by Joshua David Angrist and published by . This book was released on 1999 with total page 36 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Badi H. Baltagi
Publisher : Springer Science & Business Media
ISBN 13 : 3540765158
Total Pages : 395 pages
Book Rating : 4.5/5 (47 download)
Download or read book Econometrics written by Badi H. Baltagi and published by Springer Science & Business Media. This book was released on 2007-12-03 with total page 395 pages. Available in PDF, EPUB and Kindle. Book excerpt: Here at last is the fourth edition of the textbook that is required reading for economics students as well as those practising applied economics. Not only does it teach some of the basic econometric methods and the underlying assumptions behind them, but it also includes a simple and concise treatment of more advanced topics from spatial correlation to time series analysis. This book’s strength lies in its ability to present complex material in a simple, yet rigorous manner. This superb fourth edition updates identification and estimation methods in the simultaneous equation model. It also reviews the problem of weak instrumental variables as well as updating panel data methods.
Author : A. Colin Cameron
Publisher : Cambridge University Press
ISBN 13 : 1139444867
Total Pages : 1058 pages
Book Rating : 4.1/5 (394 download)
Download or read book Microeconometrics written by A. Colin Cameron and published by Cambridge University Press. This book was released on 2005-05-09 with total page 1058 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides the most comprehensive treatment to date of microeconometrics, the analysis of individual-level data on the economic behavior of individuals or firms using regression methods for cross section and panel data. The book is oriented to the practitioner. A basic understanding of the linear regression model with matrix algebra is assumed. The text can be used for a microeconometrics course, typically a second-year economics PhD course; for data-oriented applied microeconometrics field courses; and as a reference work for graduate students and applied researchers who wish to fill in gaps in their toolkit. Distinguishing features of the book include emphasis on nonlinear models and robust inference, simulation-based estimation, and problems of complex survey data. The book makes frequent use of numerical examples based on generated data to illustrate the key models and methods. More substantially, it systematically integrates into the text empirical illustrations based on seven large and exceptionally rich data sets.
Author : Vassilis A. Hajivassiliou
Publisher :
ISBN 13 :
Total Pages : 33 pages
Book Rating : 4.:/5 (284 download)
Download or read book Simulation Estimation Methods for Limited Dependent Variable Models written by Vassilis A. Hajivassiliou and published by . This book was released on 1991 with total page 33 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : V. A. Hajivassiliou
Publisher :
ISBN 13 :
Total Pages : 25 pages
Book Rating : 4.:/5 (316 download)
Download or read book Simulation Estimation Methods for Limited Dependent Variable Models written by V. A. Hajivassiliou and published by . This book was released on 1994 with total page 25 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Peter Kennedy
Publisher : John Wiley & Sons
ISBN 13 : 1405182571
Total Pages : 608 pages
Book Rating : 4.4/5 (51 download)
Download or read book A Guide to Econometrics written by Peter Kennedy and published by John Wiley & Sons. This book was released on 2008-02-19 with total page 608 pages. Available in PDF, EPUB and Kindle. Book excerpt: Dieses etwas andere Lehrbuch bietet keine vorgefertigten Rezepte und Problemlösungen, sondern eine kritische Diskussion ökonometrischer Modelle und Methoden: voller überraschender Fragen, skeptisch, humorvoll und anwendungsorientiert. Sein Erfolg gibt ihm Recht.
Author : Alan S. Blinder
Publisher : Elsevier
ISBN 13 : 1483264831
Total Pages : 272 pages
Book Rating : 4.4/5 (832 download)
Download or read book Natural Resources, Uncertainty, and General Equilibrium Systems written by Alan S. Blinder and published by Elsevier. This book was released on 2013-10-22 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: Natural Resources, Uncertainty, and General Equilibrium Systems: Essays in Memory of Rafael Lusky compiles a collection of works by economists who had been friends and colleagues of Rafael Lusky, a teacher in the University of Florida and contributor to theoretical resource economics. This book is divided into four sections— natural resources, uncertainty, general equilibrium systems, and policy and applications. In these sections, this text specifically discusses the resource depletion with technological uncertainty and the Rawlsian fairness principle; monopoly, uncertainty, and exploration; and price discrimination under uncertainty. The insurance theoretic aspects of workers' compensation; adverse selection and optimum insurance policies; and difficulty with Keynesian models of aggregate demand are also elaborated. This compilation likewise deliberates the exchange model of bilateral trade; optimal taxes on foreign lending; and extended linear permanent expenditure system (ELPES). This publication is a useful reference for economists and students concerned with theoretical resource economics.
Author : J. Scott Long
Publisher : SAGE
ISBN 13 : 9780803973749
Total Pages : 334 pages
Book Rating : 4.9/5 (737 download)
Download or read book Regression Models for Categorical and Limited Dependent Variables written by J. Scott Long and published by SAGE. This book was released on 1997-01-09 with total page 334 pages. Available in PDF, EPUB and Kindle. Book excerpt: Evaluates the most useful models for categorical and limited dependent variables (CLDVs), emphasizing the links among models and applying common methods of derivation, interpretation, and testing. The author also explains how models relate to linear regression models whenever possible. Annotation c.
Author : F Marqués
Publisher :
ISBN 13 :
Total Pages : 392 pages
Book Rating : 4.6/5 (389 download)
Download or read book Machine Learning and Econometrics. Supervised Learning Techniques with Eviews written by F Marqués and published by . This book was released on 2020-04-20 with total page 392 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this book, supervised learning techniques (econometrics techniques) related to regression will be developed. More specifically, we will go deeper into the linear models of uniecuational and multiecuational multiple regression with all their problems of identification, estimation and diagnosis. Dynamic models and univariate and multivariate time series models are also contemplated. An important part of the content is devoted to limited dependent variable, count and sample selection models, with special mention to Logit, Probit and Tobit models. Finally, non-linear predictive models and panel data models are also discussed.
Author : Cesar Perez Lopez
Publisher : Createspace Independent Publishing Platform
ISBN 13 : 9781495250675
Total Pages : 0 pages
Book Rating : 4.2/5 (56 download)
Download or read book ADVANCED ECONOMETRICS with STATA. Concepts and Exercises written by Cesar Perez Lopez and published by Createspace Independent Publishing Platform. This book was released on 2014-01-19 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers a wide typology of advanced econometric models including models of limited dependent variable, discrete choice, count, censored, truncated and sample selection. Also develop models of simultaneous equations, nonlinear models, multivariate time series models, models with panel and unit roots theory data and cointegrated models. In the last chapters the most typical problems of diagnosis are addressed to check in all econometric model, the analysis of variance and covariance, simple and multiple models, the linear model GLM general and mixed models. The development of practical exercises is performed using STATA software. The content of the book is as follows: Limited dependent variable models Discrete choice models Binary discrete choice models Multiple choice models Logit and Probit ordered models Count data models Censored models: the tobit model Sample selection: truncated models Correction the sample selection: heckman two-step estimation or heckit method Limited dependent variable models with STATA Multi-equational linear models. Simultaneous equations Multi-equational linear models. Structural form and simultaneous equations Multi-equational model in reduced form Structural model identification. Simultaneous equations. MCI estimation Simultaneous equations linear model estimation STATA and simultaneous linear equations models Multivariate time series models: VAR, VARX, VARMA and BVAR models. Cointegration Vector autoregressive VAR models VARMA models Cointegration in VAR models. Johansen test STATA and the VAR and VEC models. Causality and cointegration tests. Johansen test Econometrics panel data. Unit roots and cointegration in panel Panel data econometric models Fixed effects panel data models Random -effects panel data models Dynamic panel data models Logit and Probit panel data models Unit roots and cointegration of panel data STATA and panel data models Logit, Probit and Poisson models with panel data Dynamic panel models estimation. Arellano - bond methodology Non-linear models and systems. STATA and non- linear equations models Tests for diagnosis. Autocorrelation, heteroscedasticity, normality, multicollinearity and influence Conditional heteroscedasticity . ARCH and GARCH tests STATA and the multicollinearity, influence, autocorrelation and heteroscedasticity STATA and the multicolinearity, influence, autocorrelation, heteroscedasticity through menus Simple and multiple variance analysis and the simple and multiple covariance models . General lonear models GLM and mixed models STATA and the analysis of the variance-covariance, the GLM model and mixed models
Author : James J. Heckman
Publisher : Cambridge University Press
ISBN 13 : 9780521088183
Total Pages : 0 pages
Book Rating : 4.0/5 (881 download)
Download or read book Longitudinal Analysis of Labor Market Data written by James J. Heckman and published by Cambridge University Press. This book was released on 2008-10-30 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Longitudinal Analysis of Labor Market Data presents a set of papers by leading scholars on methods for analysing the longitudinal data that is available on numerous topics of interest to social scientists. Because many sources of longitudinal data record labour market phenomena such as unemployment, labour supply, earnings mobility, job turnover and participation in training programmes, all of the papers collected in this volume focus on models of the labour market. The main methodological points, however, are more general and apply to such diverse areas as demography, life science analysis and training evaluation, to name only a few, potential avenues of application. The book contains important methodological contributions to the emerging field of longitudinal analysis and is of interest to a wide range of social scientists.
