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Multiple Regression with Discrete Dependent Variables

John G. Orme and Terri Combs-Orme

Published in print:
2009
Published Online:
May 2009
ISBN:
9780195329452
eISBN:
9780199864812
Item type:
book
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780195329452.001.0001
Subject:
Social Work, Research and Evaluation

This book presents detailed discussions of regression models that are appropriate for discrete dependent variables, including dichotomous, polychotomous, ordered, and count variables. The major ... More


Strategies to Approximate Random Sampling and Assignment

Patrick Dattalo

Published in print:
2009
Published Online:
February 2010
ISBN:
9780195378351
eISBN:
9780199864645
Item type:
book
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780195378351.001.0001
Subject:
Social Work, Research and Evaluation

Random sampling (RS) and random assignment (RA) are considered by many researchers to be the definitive methodological procedures for maximizing external and internal validity. However, there is a ... More


Micro-Econometrics for Policy, Program and Treatment Effects

Myoung-jae Lee

Published in print:
2005
Published Online:
February 2006
ISBN:
9780199267699
eISBN:
9780191603044
Item type:
book
Publisher:
Oxford University Press
DOI:
10.1093/0199267693.001.0001
Subject:
Economics and Finance, Econometrics

This book brings to the fore recent advances in econometrics for treatment effect analysis. It aims to put together various economic treatment effect models in a coherent fashion, determine those ... More


Regression and Model Fitting

Andrew J. Connolly, Jacob T. VanderPlas, Alexander Gray, Andrew J. Connolly, Jacob T. VanderPlas, and Alexander Gray

in Statistics, Data Mining, and Machine Learning in Astronomy: A Practical Python Guide for the Analysis of Survey Data

Published in print:
2014
Published Online:
October 2017
ISBN:
9780691151687
eISBN:
9781400848911
Item type:
chapter
Publisher:
Princeton University Press
DOI:
10.23943/princeton/9780691151687.003.0008
Subject:
Physics, Particle Physics / Astrophysics / Cosmology

Regression is a special case of the general model fitting and selection procedures discussed in chapters 4 and 5. It can be defined as the relation between a dependent variable, y, and a set of ... More


Ordinary Least Squares and Logistic Regression Analysis

David Sanders and Malcolm Brynin

in Research Strategies in the Social Sciences: A Guide to New Approaches

Published in print:
1998
Published Online:
November 2003
ISBN:
9780198292371
eISBN:
9780191600159
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/0198292376.003.0003
Subject:
Political Science, Reference

Setting out the basic regression model, and comparing the analytic efficacy of the OLS the model and its extension to logistic regression.


Regression Approach to the Test for Difference Stationarity (I)

Michio Hatanaka

in Time-Series-Based Econometrics: Unit Roots and Co-integrations

Published in print:
1996
Published Online:
November 2003
ISBN:
9780198773535
eISBN:
9780191596360
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/0198773536.003.0005
Subject:
Economics and Finance, Econometrics

This chapter describes the augmented Dickey-Fuller method for the case where Δxt is i.i.d. Difference stationarity is tested as the null hypothesis against trend stationarity, assuming that {xt} may ... More


Identifying factors associated with the spatial distribution of disease

Dirk U. Pfeiffer, Timothy P. Robinson, Mark Stevenson, Kim B. Stevens, David J. Rogers, and Archie C. A. Clements

in Spatial Analysis in Epidemiology

Published in print:
2008
Published Online:
September 2008
ISBN:
9780198509882
eISBN:
9780191709128
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780198509882.003.0007
Subject:
Biology, Disease Ecology / Epidemiology

This chapter presents analytical techniques of regression and discrimination as a means of quantifying the effect of a set of explanatory variables on the spatial distribution of a particular ... More


Making Social Sciences More Scientific: The Need for Predictive Models

Rein Taagepera

Published in print:
2008
Published Online:
September 2008
ISBN:
9780199534661
eISBN:
9780191715921
Item type:
book
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780199534661.001.0001
Subject:
Political Science, Comparative Politics, Political Economy

Society needs more from social sciences than they have delivered. One reason for falling short is that social science methods have depended excessively on regression and other statistical approaches, ... More


Forbidden Areas and Anchor Points

Rein Taagepera

in Making Social Sciences More Scientific: The Need for Predictive Models

Published in print:
2008
Published Online:
September 2008
ISBN:
9780199534661
eISBN:
9780191715921
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780199534661.003.0008
Subject:
Political Science, Comparative Politics, Political Economy

The outcomes of sociopolitical processes often depend on the factor in shortest supply; this makes multiplication of factors superior to their addition. Naïve linear regression may not detect all ... More


Why We Should Shift to Symmetric Regression

Rein Taagepera

in Making Social Sciences More Scientific: The Need for Predictive Models

Published in print:
2008
Published Online:
September 2008
ISBN:
9780199534661
eISBN:
9780191715921
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780199534661.003.0012
Subject:
Political Science, Comparative Politics, Political Economy

When data are scattered, Ordinary Least-Squares (OLS) regression produces two quite distinct regression lines – one for y versus x and another for x versus y – and both may differ appreciably from ... More


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