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Multiple linear regression.

Gorard, S. (2017) 'Multiple linear regression.', in Research methods and methodologies in education. London: Sage, pp. 348-355.

Abstract

This chapter provides a brief and basic introduction to regression techniques and to the use of several variables in one consolidated analysis, focusing here on multiple linear regression. There are, of course, many other kinds of regression and even more ways of conducting multiple variable analysis, and some of these are referenced later in the chapter. However, most of the advice given in this chapter, about interpretation and judgement for example, would apply equally to all of these other techniques of analysis as well. For the benefit of some readers the chapter starts with a reprise of the ideas of correlation and two-variable regression (see examples in Chapter 16). The next section describes a basic multiple linear regression, and ensuing sections look at the interpretation of results and some of the potential dangers of being misled.

Item Type:Book chapter
Full text:Publisher-imposed embargo
(AM) Accepted Manuscript
File format - PDF (Copyright agreement prohibits open access to the full-text)
(200Kb)
Status:Peer-reviewed
Publisher Web site:https://uk.sagepub.com/en-gb/eur/research-methods-and-methodologies-in-education/book244966
Date accepted:12 July 2016
Date deposited:20 July 2016
Date of first online publication:01 March 2017
Date first made open access:No date available

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