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Discovering statistics using IBM SPSS statistics /Andy Field.

By: Contributor(s): Material type: TextTextSeries: Publication details: London ; Thousand Oaks, California : SAGE Publications, (c)2018.Edition: fifth editionDescription: xxix, 1070 pages : illustrations (chiefly color) ; 27 cmContent type:
  • text
Media type:
  • unmediated
Carrier type:
  • volume
ISBN:
  • 9781526419514
  • 9781526419521
  • 9781526445766
  • 9781544328225
Subject(s): Genre/Form: LOC classification:
  • HA32 .D573 2018
Available additional physical forms:
Contents:
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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Item type Current library Call number Status Date due Barcode
Reference (Library Use ONLY) G. Allen Fleece Library REFERENCE HA32.F453.D573 2018 (Browse shelf(Opens below)) Available 31923002084016

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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