Discovering statistics using IBM SPSS statistics

By: Field, Andy [Author]Material type: TextTextPublication details: London : SAGE Publications, [2018] ©2018Edition: 5th editionDescription: xxix, 1070 pages : illustrations (chiefly color)ISBN: 9781526419521 (pbk); 9781526419514 (hb)Subject(s): SPSS (Computer file) | SPSS for Windows | Social sciences -- Statistical methodsDDC classification: 300.727
Contents:
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.
Summary: 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.
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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.

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