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Discovering statistics using IBM SPSS statistics

By: Material type: TextTextPublication details: London : Sage Publications Inc., [2018] Edition: 5th edition, North American editionDescription: xxv, 775 pages : color illustrationsISBN:
  • 9781526436566
  • 1526436566
Subject(s): DDC classification:
  • 300.285 FIE
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 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.
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 Item holds
Reference Books Reference Books Main Library Reference Reference 300.285 FIE (Browse shelf(Opens below)) Available 015981
Total holds: 0

"SAGE edge"--Cover.

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 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.


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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