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Field, Andy.

Discovering statistics using IBM SPSS statistics - 5th edition. - London : SAGE Publications, [2018] ©2018 - xxix, 1070 pages : illustrations (chiefly color) ;

Includes index

Why is my evil lecturer forcing me to learn statistics --
The spine of statistics --
The phoenix of statistics --
The IBM SPSS statistics environment --
Exploring data with graphs --
The beast of BIAS --
Non-parametric models --
Correlation --
The linear model (regression) --
Comparing two means --
Moderation, mediation and multicategory predictors --
GLM 1: Comparing comparing several independent means --
GLM 2: Comparing means adjusted for other predictors (analysis of covariance) --
GLM 3: Factorial designs --
GLM 4: Repeated-measures designs --
GLM 5: Mixed designs --
Multivariate analysis of variance (Manova) --
Exploratory factor analysis --
Categorical outcomes: CHI-square and loglinear analysis --
Categorical outcomes: logistic regression --
Multilevel linear models --
Epilogue --
Appendix --
Glossary.

Andy Field draws on his experience of teaching advanced statistics to extend existing SPSS Windows texts to a higher level. He covers ANOVA, MANOVA, logistic regression, comparing means tests and factor analysis.

ISBN: 9781526419521 (pbk) 9781526419514 (hb)

Subjects--Topical Terms:
SPSS (Computer file)
SPSS for Windows.
Social sciences -- Statistical methods

Dewey Class. No.: 300.727 / FIE