Modern statistics for the social and behavioral sciences: a practical introduction (Record no. 211968)

000 -LEADER
fixed length control field aam a22 4500
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 190510b2017 ||||| |||| 00| 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781498796781
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 519.5
Item number W4M6
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name Wilcox, Rand
9 (RLIN) 379985
245 ## - TITLE STATEMENT
Title Modern statistics for the social and behavioral sciences: a practical introduction
250 ## - EDITION STATEMENT
Edition statement 2nd
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Name of publisher, distributor, etc CRC Press
Date of publication, distribution, etc 2017
Place of publication, distribution, etc Boca Raton
300 ## - PHYSICAL DESCRIPTION
Extent xxiii, 706 p.
Other physical details Includes bibliographical references and index
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc Table of Contents

INTRODUCTION
NUMERICAL AND GRAPHICAL SUMMARIES OF DATA
PROBABILITY AND RELATED CONCEPTS
SAMPLING DISTRIBUTIONS AND CONFIDENCE INTERVALS
HYPOTHESIS TESTING
REGRESSION AND CORRELATION
COMPARING TWO INDEPENDENT GROUPS
COMPARING TWO DEPENDENT GROUPS
ONE-WAY ANOVA
TWO-WAY AND THREE-WAY DESIGNS
SOME MULTIVARIATE METHODS
ROBUST REGRESSION AND MEASURES OF ASSOCIATION
BASIC METHODS FOR ANALYZING CATEGORICAL DATA




520 ## - SUMMARY, ETC.
Summary, etc Requiring no prior training, Modern Statistics for the Social and Behavioral Sciences provides a two-semester, graduate-level introduction to basic statistical techniques that takes into account recent advances and insights that are typically ignored in an introductory course. Hundreds of journal articles make it clear that basic techniques, routinely taught and used, can perform poorly when dealing with skewed distributions, outliers, heteroscedasticity (unequal variances) and curvature. Methods for dealing with these concerns have been derived and can provide a deeper, more accurate and more nuanced understanding of data. A conceptual basis is provided for understanding when and why standard methods can have poor power and yield misleading measures of effect size. Modern techniques for dealing with known concerns are described and illustrated.

https://www.crcpress.com/Modern-Statistics-for-the-Social-and-Behavioral-Sciences-A-Practical-Introduction/Wilcox/p/book/9781498796781
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Statistical methods
9 (RLIN) 379986
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Numeric and graphic summaries
9 (RLIN) 379987
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Statistics - Behavioral sciences
9 (RLIN) 379988
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme
Item type Books
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Collection code Permanent location Current location Shelving location Date acquired Source of acquisition Cost, normal purchase price Full call number Barcode Date last seen Cost, replacement price Koha item type
          Non-fiction Vikram Sarabhai Library Vikram Sarabhai Library General Stacks 2019-06-17 5 6806.72 519.5 W4M6 199368 2019-06-17 8330.40 Books

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