How to Select the Correct Statistical Test for Comparing Groups and Testing Relationships / Chanler Hilley.

Format:

Book

Author/Creator:

Hilley, Chanler, author.

Language:

English

Subjects (All):

Experimental design.

Physical Description:

1 online resource

Place of Publication:

London, England : SAGE Publications Ltd, 2025.

Summary:

This guide discusses important considerations in selecting statistical tests for assessing relations between variables or analyzing group differences. Through relevant examples, readers will learn how to determine the most appropriate test based on their research question and characteristics of their data. The guide also emphasizes the importance of understanding statistical assumptions, such as normality and independence, covers some statistical tests with fewer assumptions to accommodate violations. Readers will be equipped with the knowledge to match their research questions and data with the appropriate statistical test. Finally, the guide encourages readers to forge partnerships with experienced quantitative methodologists to broaden the scope of their analytic capabilities beyond the bivariate relations and group differences tools discussed here.

Notes:

Description based on publisher supplied metadata and other sources.

ISBN:

1-03-622191-1

9781036221911

OCLC:

1523171113