The Lagrange Multiplier Test and Its Applications to Model Specification

The Lagrange Multiplier Test and Its Applications to Model Specification PDF Author: Trevor Stanley Breusch
Publisher:
ISBN: 9780909541552
Category : Statistical hypothesis testing
Languages : en
Pages : 52

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Book Description

The Lagrange Multiplier Test and Its Applications to Model Specification

The Lagrange Multiplier Test and Its Applications to Model Specification PDF Author: Trevor Stanley Breusch
Publisher:
ISBN: 9780909541552
Category : Statistical hypothesis testing
Languages : en
Pages : 52

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Book Description


The Lagrange multiplier test and its applications to model specification in econometrics

The Lagrange multiplier test and its applications to model specification in econometrics PDF Author: T. S. Breusch
Publisher:
ISBN:
Category :
Languages : en
Pages : 35

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Book Description


Misspecification Tests in Econometrics

Misspecification Tests in Econometrics PDF Author: L. G. Godfrey
Publisher: Cambridge University Press
ISBN: 9780521424592
Category : Business & Economics
Languages : en
Pages : 276

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Book Description
Misspecification tests play an important role in detecting unreliable and inadequate economic models. This book brings together many results from the growing literature in econometrics on misspecification testing. It provides theoretical analyses and convenient methods for application. The main emphasis is on the Lagrange multiplier principle, which provides considerable unification, although several other approaches are also considered. The author also examines general checks for model adequacy that do not involve formulation of an alternative hypothesis. General and specific tests are discussed in the context of multiple regression models, systems of simultaneous equations, and models with qualitative or limited dependent variables.

Specification Analysis in the Linear Model

Specification Analysis in the Linear Model PDF Author: Maxwell L. King
Publisher: Routledge
ISBN: 1351140663
Category : Business & Economics
Languages : en
Pages : 550

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Book Description
Originally published in 1987. This collection of original papers deals with various issues of specification in the context of the linear statistical model. The volume honours the early econometric work of Donald Cochrane, late Dean of Economics and Politics at Monash University in Australia. The chapters focus on problems associated with autocorrelation of the error term in the linear regression model and include appraisals of early work on this topic by Cochrane and Orcutt. The book includes an extensive survey of autocorrelation tests; some exact finite-sample tests; and some issues in preliminary test estimation. A wide range of other specification issues is discussed, including the implications of random regressors for Bayesian prediction; modelling with joint conditional probability functions; and results from duality theory. There is a major survey chapter dealing with specification tests for non-nested models, and some of the applications discussed by the contributors deal with the British National Accounts and with Australian financial and housing markets.

Advances in Econometrics: Volume 1

Advances in Econometrics: Volume 1 PDF Author: Truman F. Bewley
Publisher: Cambridge University Press
ISBN: 9780521467261
Category : Business & Economics
Languages : en
Pages : 332

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Book Description
With its focus on econometrics, this volume contains key papers delivered at the Fifth World Congress in 1985.

Modeling Ordered Choices

Modeling Ordered Choices PDF Author: William H. Greene
Publisher: Cambridge University Press
ISBN: 1139485954
Category : Business & Economics
Languages : en
Pages : 383

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Book Description
It is increasingly common for analysts to seek out the opinions of individuals and organizations using attitudinal scales such as degree of satisfaction or importance attached to an issue. Examples include levels of obesity, seriousness of a health condition, attitudes towards service levels, opinions on products, voting intentions, and the degree of clarity of contracts. Ordered choice models provide a relevant methodology for capturing the sources of influence that explain the choice made amongst a set of ordered alternatives. The methods have evolved to a level of sophistication that can allow for heterogeneity in the threshold parameters, in the explanatory variables (through random parameters), and in the decomposition of the residual variance. This book brings together contributions in ordered choice modeling from a number of disciplines, synthesizing developments over the last fifty years, and suggests useful extensions to account for the wide range of sources of influence on choice.

A Companion to Theoretical Econometrics

A Companion to Theoretical Econometrics PDF Author: Badi H. Baltagi
Publisher: John Wiley & Sons
ISBN: 047099830X
Category : Business & Economics
Languages : en
Pages : 736

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Book Description
A Companion to Theoretical Econometrics provides a comprehensive reference to the basics of econometrics. This companion focuses on the foundations of the field and at the same time integrates popular topics often encountered by practitioners. The chapters are written by international experts and provide up-to-date research in areas not usually covered by standard econometric texts. Focuses on the foundations of econometrics. Integrates real-world topics encountered by professionals and practitioners. Draws on up-to-date research in areas not covered by standard econometrics texts. Organized to provide clear, accessible information and point to further readings.

New Directions in Spatial Econometrics

New Directions in Spatial Econometrics PDF Author: Luc Anselin
Publisher: Springer Science & Business Media
ISBN: 3642798772
Category : Business & Economics
Languages : en
Pages : 432

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Book Description
The promising new directions for research and applications described here include alternative model specifications, estimators and tests for regression models and new perspectives on dealing with spatial effects in models with limited dependent variables and space-time data.

Panel Data Econometrics with R

Panel Data Econometrics with R PDF Author: Yves Croissant
Publisher: John Wiley & Sons
ISBN: 1118949188
Category : Mathematics
Languages : en
Pages : 328

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Book Description
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.

The Econometrics of Panel Data

The Econometrics of Panel Data PDF Author: László Mátyás
Publisher: Springer Science & Business Media
ISBN: 9400903758
Category : Business & Economics
Languages : en
Pages : 564

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Book Description
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.