Show Summary Details
Page of

(p. 417) 17. A Guide to Multivariate Analysis 

(p. 417) 17. A Guide to Multivariate Analysis
Chapter:
(p. 417) 17. A Guide to Multivariate Analysis
Author(s):

Sandra Halperin

and Oliver Heath

DOI:
10.1093/hepl/9780198702740.003.0017
Page of

PRINTED FROM OXFORD POLITICS TROVE (www.oxfordpoliticstrove.com). © Oxford University Press, 2018. All Rights Reserved. Under the terms of the licence agreement, an individual user may print out a PDF of a single chapter of a title in Oxford Politics Trove for personal use (for details see Privacy Policy and Legal Notice).

date: 30 November 2020

This chapter extends the principles of bivariate analysis to multivariate analysis, which takes into account more than one independent variable and the dependent variable. With multivariate analysis, it is possible to investigate the impact of multiple factors on a dependent variable of interest, and to compare the explanatory power of rival hypotheses. Multivariate analysis can also be used to develop and test multi-causal explanations of political phenomena. After providing an overview of the principles of multivariate analysis, and the different types of analytical question to which they can be applied, the chapter shows how multivariate analysis is carried out for statistical control purposes. More specifically, it explains the use of OLS regression and logistic regression, the latter of which builds on cross-tabulation, to carry out multivariate analysis. It also discusses the use of multivariate analysis to debunk spurious relationships and to illustrate indirect causality.

Access to the complete content on Politics Trove requires a subscription or purchase. Public users are able to search the site and view the abstracts and keywords for each book and chapter without a subscription.

Please subscribe or login to access full text content.

If you have purchased a print title that contains an access token, please see the token for information about how to register your code.

For questions on access or troubleshooting, please check our FAQs, and if you can't find the answer there, please contact us.