Jump to ContentJump to Main Navigation

You are looking at 1-10 of 10 items

  • Keywords: multicollinearity x
Clear All Modify Search

View:

Introduction to Regression Modeling Introduction to Regression Modeling

John G. Orme and Terri Combs-Orme

in Multiple Regression with Discrete Dependent Variables

Published in print:
2009
Published Online:
May 2009
ISBN:
9780195329452
eISBN:
9780199864812
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780195329452.003.0001
Subject:
Social Work, Research and Evaluation

This chapter is a brief review of some major concepts of linear regression, presented in the context of simple examples using both dichotomous and continuous independent variables. The chapter ... More


Econometric Modelling of the Aggregate Time‐Series Relationship Between Consumers' Expenditure and Income in the United Kingdom

David F. Hendry, J. E. H. Davidson, F. Srba, and S. Yeo

in Econometrics: Alchemy or Science?: Essays in Econometric Methodology

Published in print:
2000
Published Online:
November 2003
ISBN:
9780198293545
eISBN:
9780191596391
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/0198293542.003.0009
Subject:
Economics and Finance, Econometrics

Simple time‐series representations dominated quarterly permanent‐income/life‐cycle models of consumption in fit and predictive accuracy. However, an ‘error‐correction’model (ECM, using the log ... More


A Typology of Linear Dynamic Equations

David F. Hendry

in Dynamic Econometrics

Published in print:
1995
Published Online:
November 2003
ISBN:
9780198283164
eISBN:
9780191596384
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/0198283164.003.0007
Subject:
Economics and Finance, Econometrics

Nine special cases of the autoregressive‐distributed lag model are analysed focusing on important econometric problems, namely: simple‐to‐general modelling; the ‘time‐series vs. econometrics’ debate; ... More


Evolving Polysemy of Structural Parameters

Qin Duo

in A History of Econometrics: The Reformation from the 1970s

Published in print:
2013
Published Online:
September 2013
ISBN:
9780199679348
eISBN:
9780191758416
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780199679348.003.0008
Subject:
Economics and Finance, Econometrics, History of Economic Thought

This chapter examines various shifts in the specification and interpretation of structural parameters to illustrate the methodological confusions in econometrics. It traces the origin of the ... More


Regression Diagnostics and Sensitivity Analysis

Quan Li

in Using R for Data Analysis in Social Sciences: A Research Project-Oriented Approach

Published in print:
2018
Published Online:
March 2019
ISBN:
9780190656218
eISBN:
9780190656256
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/oso/9780190656218.003.0006
Subject:
Political Science, Political Theory

This chapter shows why the Gauss-Markov assumptions are important in ordinary least squares (OLS) regression, how to diagnose assumption violations in OLS regression, and how to conduct sensitivity ... More


Understanding and Interpreting Regression with Two x's

in Introductory Econometrics: Intuition, Proof, and Practice

Published in print:
2011
Published Online:
June 2013
ISBN:
9780804772624
eISBN:
9780804777209
Item type:
chapter
Publisher:
Stanford University Press
DOI:
10.11126/stanford/9780804772624.003.0012
Subject:
Economics and Finance, Econometrics

This chapter begins by deriving the variances of the slopes from a given equation. These are used first to address the issue of multicollinearity. It then turns to the issue of interpreting ... More


Design and Statistical Issues Related to Habitat Analysis

Joseph A. Veech

in Habitat Ecology and Analysis

Published in print:
2021
Published Online:
February 2021
ISBN:
9780198829287
eISBN:
9780191868078
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/oso/9780198829287.003.0007
Subject:
Biology, Ecology, Biomathematics / Statistics and Data Analysis / Complexity Studies

There are many different design and statistical issues that a researcher should consider when developing the data collection protocol or when interpreting results from a habitat analysis. One of the ... More


Conclusion

Joseph A. Veech

in Habitat Ecology and Analysis

Published in print:
2021
Published Online:
February 2021
ISBN:
9780198829287
eISBN:
9780191868078
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/oso/9780198829287.003.0012
Subject:
Biology, Ecology, Biomathematics / Statistics and Data Analysis / Complexity Studies

Because habitat is so crucial to the survival and reproduction of individual organisms and persistence of populations, it has long been studied by wildlife ecologists. However, the modern concept of ... More


Multiple Regression

M. Hashem Pesaran

in Time Series and Panel Data Econometrics

Published in print:
2015
Published Online:
March 2016
ISBN:
9780198736912
eISBN:
9780191800504
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780198736912.003.0002
Subject:
Economics and Finance, Econometrics

This chapter extends the bivariate regression model discussed in Chapter 1 to the case where more than one variable is available to explain/predict y, the dependent variable. The topic is known as ... More


Hypothesis Testing in Regression Models

M. Hashem Pesaran

in Time Series and Panel Data Econometrics

Published in print:
2015
Published Online:
March 2016
ISBN:
9780198736912
eISBN:
9780191800504
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780198736912.003.0003
Subject:
Economics and Finance, Econometrics

This chapter introduces some key concepts of statistical inference and shows their use to investigate the statistical significance of the (linear) relationships modelled through regression analysis, ... More


View: