Modern Statistics for the Social and Behavioral Sciences A Practical Introduction

ISBN-10: 1439834563
ISBN-13: 9781439834565
Edition: 2011
Authors: Rand Wilcox
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Description: Designed for a two-semester, introductory course for graduate students in the social sciences, this text introduces three major advances in the field: 1) sample size estimation needed to justify normality via the central limit theorem, 2) the impact  More...

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Book details

Copyright year: 2011
Publisher: CRC Press LLC
Publication date: 8/5/2011
Binding: Hardcover
Pages: 862
Size: 6.50" wide x 9.50" long x 2.00" tall
Weight: 2.882
Language: English

Designed for a two-semester, introductory course for graduate students in the social sciences, this text introduces three major advances in the field: 1) sample size estimation needed to justify normality via the central limit theorem, 2) the impact of outliers and heavy-tailed distributions on power and our ability to obtain an accurate assessment of how groups differ and variables are related, and 3) the deleterious effects of heteroscedasticity on conventional ANOV A and regression methods. Focusing on conceptual issues rather than complex computational details, it also provides a library of R functions.

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