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Theory-based data analysis for the social sciences

Author: Carol S Aneshensel
Publisher: Thousand Oaks, Calif. ; London : Pine Forge, ©2002.
Series: Pine Forge Press series in research methods and statistics.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
Carol S. Aneshensel presents a method for bringing data analysis and statistical technique into line with theory. She approaches this task by providing an overview that explains the connection between data analysis, statistical technique and theory.
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Additional Physical Format: Print version
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Carol S Aneshensel
ISBN: 9781412986342 1412986346
OCLC Number: 738380455
Description: 1 online resource (xxii, 254 pages) : illustrations.
Contents: Introduction to theory-based data analysis --
The logic of theory-based data analysis --
Associations and relationships --
The focal relationship : demonstrating internal validity --
Ruling out alternative explanations --
Ruling out alternative theoretical explanations --
Elaborating an explanation --
Specifying conditions of influence : effect modification and subgroup variation.
Series Title: Pine Forge Press series in research methods and statistics.
Other Titles: Sage research methods online.
Responsibility: Carol S. Aneshensel.

Abstract:

The advent of complex and powerful computer-generated statistical models has greatly eroded the former prominence of social theory in data analysis, replacing it with an emphasis on statistical  Read more...

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