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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


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 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


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


Recommendations for Better 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/9780199534661.003.0015
Subject:
Political Science, Comparative Politics, Political Economy

Take seriously the introductory advice by most introductory texts of statistics: graph the data and look at the graph so as to make sure linear regression makes sense from a statistical viewpoint. ... More


Nonspatial Statistical Modeling of Plant Diversity

Thomas J. Stohlgren

in Measuring Plant Diversity: Lessons from the Field

Published in print:
2006
Published Online:
September 2007
ISBN:
9780195172331
eISBN:
9780199790395
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780195172331.003.0013
Subject:
Biology, Plant Sciences and Forestry

This chapter presents selected examples of non-spatial statistical modeling of plant diversity including correlation and simple regression, multiple regression, path coefficient analysis, canonical ... More


Spreads, News, and Macroeconomics: A Multivariate Regression Analysis

Paolo Mauro, Nathan Sussman, and Yishay Yafeh

in Emerging Markets and Financial Globalization: Sovereign Bond Spreads in 1870-1913 and Today

Published in print:
2006
Published Online:
May 2006
ISBN:
9780199272693
eISBN:
9780191603488
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/0199272697.003.0005
Subject:
Economics and Finance, Financial Economics

This chapter presents a systematic attempt to identify the determinants of bond spreads. Using multivariate regression analysis, it relates emerging market bond spreads for 1870-1913 and for the ... More


Econometric Methods for Labour Economics

Stephen Bazen

Published in print:
2011
Published Online:
January 2012
ISBN:
9780199576791
eISBN:
9780191731136
Item type:
book
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780199576791.001.0001
Subject:
Economics and Finance, Econometrics

This book provides a presentation of the standard statistical techniques used by labour economists. It emphasizes both the input and the output of empirical analysis and covers five major topics ... More


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

Elinor Scarbrough and Eric Tanenbaum (eds)

Published in print:
1998
Published Online:
November 2003
ISBN:
9780198292371
eISBN:
9780191600159
Item type:
book
Publisher:
Oxford University Press
DOI:
10.1093/0198292376.001.0001
Subject:
Political Science, Reference

This volume is a collection of commissioned articles by 16 experts in social science methodology, each contribution introducing experienced social scientists to more advanced analytic techniques. The ... More


Regression with a Polytomous Dependent Variable Regression with a Polytomous Dependent Variable

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/9780195329452.003.0003
Subject:
Social Work, Research and Evaluation

This chapter describes the use of multinomial logistic regression (also known as polytomous or nominal logistic or logit regression or the discrete choice model), a method for modeling relationships ... More


Linear Structural Equation Models

Steffen Kühnel

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:
10.1093/0198292376.003.0004
Subject:
Political Science, Reference

Extending the regression model to path analysis, in which all the variables are randomly distributed and treating the variances and co‐variances as exogenous variables. The worked example ... More


Physicists Multiply, Social Scientists Add—Even When It Does Not Add Up

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/9780199534661.003.0005
Subject:
Political Science, Comparative Politics, Political Economy

Most physics equations include few variables and at most one freely adjustable constant, which multiply or divide. In contrast, regression equations favored in social sciences often have many ... More


Introduction

Stephen Bazen

in Econometric Methods for Labour Economics

Published in print:
2011
Published Online:
January 2012
ISBN:
9780199576791
eISBN:
9780191731136
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780199576791.003.0001
Subject:
Economics and Finance, Econometrics

This introductory chapter sets out the purpose of the book, which is to provide a practical guide to understanding and applying the standard econometric tools that are used in labour economics. ... More


All Indices Are Not Created Equal

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/9780199534661.003.0013
Subject:
Political Science, Comparative Politics, Political Economy

Models are tested with data, but also data are tested by agreement with conceptual models. When competing indices exist to measure the same phenomena, one should use the ones that agree with ... More


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