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Basic Statistics in Multivariate Analysis

Karen A. Randolph and Laura L. Myers

Published in print:
2013
Published Online:
May 2013
ISBN:
9780199764044
eISBN:
9780199332533
Item type:
book
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780199764044.001.0001
Subject:
Social Work, Research and Evaluation

The complexity of social problems necessitates that social work researchers utilize multivariate statistical methods in their investigations. Having a thorough understanding of basic statistics can ... More


Analysis of Variance (ANOVA) and Covariance (ANCOVA)

Karen A. Randolph and Laura L. Myers

in Basic Statistics in Multivariate Analysis

Published in print:
2013
Published Online:
May 2013
ISBN:
9780199764044
eISBN:
9780199332533
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780199764044.003.0006
Subject:
Social Work, Research and Evaluation

Chapter 6 provides a description of one-way and two-way Analysis of Variance (ANOVA) and Analysis of Covariance (ANCOVA) statistical procedures. The chapter includes a presentation on the basic ... More


Basic Concepts and Assumptions

Patrick Dattalo

in Analysis of Multiple Dependent Variables

Published in print:
2013
Published Online:
May 2013
ISBN:
9780199773596
eISBN:
9780199332564
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780199773596.003.0001
Subject:
Social Work, Research and Evaluation

This chapter begins with an introduction to multivariate procedures, which allow social workers and other human services researchers to analyze multidimensional social problems and interventions in ... More


Introduction

Andy Hector

in The New Statistics with R: An Introduction for Biologists

Published in print:
2015
Published Online:
March 2015
ISBN:
9780198729051
eISBN:
9780191795855
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780198729051.003.0001
Subject:
Biology, Biomathematics / Statistics and Data Analysis / Complexity Studies, Ecology

The chapter sets out the aims of the book, the approach, what is covered in the book and what is not. The book starts by introducing several different variations of the basic linear model analysis ... More


Analysis of Covariance: ANCOVA

Andy Hector

in The New Statistics with R: An Introduction for Biologists

Published in print:
2015
Published Online:
March 2015
ISBN:
9780198729051
eISBN:
9780191795855
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780198729051.003.0007
Subject:
Biology, Biomathematics / Statistics and Data Analysis / Complexity Studies, Ecology

ANCOVA of designed experiments combines one categorical and one continuous explanatory variable. Panel plots are usually the best way to graphically display ANCOVA designs with a separate linear ... More


Choosing among Procedures for the Analysis of Multiple Dependent Variables

Patrick Dattalo

in Analysis of Multiple Dependent Variables

Published in print:
2013
Published Online:
May 2013
ISBN:
9780199773596
eISBN:
9780199332564
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780199773596.003.0006
Subject:
Social Work, Research and Evaluation

This chapter summarizes similarities and differences between multivariate analysis of variance (MANOVA), multivariate analysis of covariance (MANCOVA), multivariate multiple regression (MMR), and ... More


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