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Discovering statistics using IBM SPSS statistics / Andy Field.

By: Material type: TextTextSeries: Sage edgePublisher: Thousand Oaks, CA : SAGE Publications, 2018Edition: Fifth editionDescription: xxix, 1070 pages : illustrations (chiefly color) ; 27 cmContent type:
  • text
Media type:
  • unmediated
Carrier type:
  • volume
ISBN:
  • 9781526419521
Subject(s): DDC classification:
  • 519.50285536 FI.D 2018 23
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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Item type Current library Collection Call number Status Date due Barcode
Books Books The Knowledge Hub Library Psychology 519.50285536 FI.D 2018 (Browse shelf(Opens below)) Available 212137
Books Books The Knowledge Hub Library Psychology 519.50285536 FI.D 2018 (Browse shelf(Opens below)) Available 212138

Includes bibliographical references (pages 1043-1055) and 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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