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Hypothesis Testing and Model Selection in the Social Sciences
Engelsk
Bogcover for Hypothesis Testing and Model Selection in the Social Sciences af David L. Weakliem, 9781462525652
Specifikationer
Sprog:
Engelsk
Sider:
202
ISBN-13:
9781462525652
Indbinding:
Hardback
ISBN-10:
1462525652
Udg. Dato:
17 maj 2016
Størrelse i cm:
24,4 x 25,9 x 1,5
Oplagsdato:
17 maj 2016
Forfatter(e):

Hypothesis Testing and Model Selection in the Social Sciences

Engelsk
Hardback 2016
Format:

Bog beskrivelse
Examining the major approaches to hypothesis testing and model selection, this book blends statistical theory with recommendations for practice, illustrated with real-world social science examples. It systematically compares classical (frequentist) and Bayesian approaches, showing how they are applied, exploring ways to reconcile the differences between them, and evaluating key controversies and criticisms. The book also addresses the role of hypothesis testing in the evaluation of theories, the relationship between hypothesis tests and confidence intervals, and the role of prior knowledge in Bayesian estimation and Bayesian hypothesis testing. Two easily calculated alternatives to standard hypothesis tests are discussed in depth: the Akaike information criterion (AIC) and Bayesian information criterion (BIC). The companion website ([ital]www.guilford.com/weakliem-materials[/ital]) supplies data and syntax files for the book''s examples.
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Specifikationer
Sprog:
Engelsk
Sider:
202
ISBN-13:
9781462525652
Indbinding:
Hardback
ISBN-10:
1462525652
Udg. Dato:
17 maj 2016
Størrelse i cm:
24,4 x 25,9 x 1,5
Oplagsdato:
17 maj 2016
Forfatter(e):
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