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Discovering Statistics using IBM SPSS /

By: Field, Andy P.
Publisher: London : Sage Publications, 2018Edition: Fifth edition.Description: 1070 pages : illustrations ; 27 cm.Content type: text | text | still image Media type: unmediated | unmediated Carrier type: volume | volumeISBN: 9781526419521; 9781526419521:; 1526419521.Subject(s): SPSS for Windows | Social sciences -- Statistical methods | Social sciences -- Statistical methods -- Computer programs | StatisticsDDC classification: 519.50285536
Contents:
1. Why is my evil lecturer forcing me to learn statistics? -- 2. The spine of statistics -- 3. The phoenix of statistics -- 4. The IBM SPSS statistics environment -- 5. Exploring data with graphs -- 6. The beast of bias -- 7. Non-parametric models -- 8. Correlation -- 9. The linear model (regression) -- 10. Comparing two means -- 11. Moderation, mediation and multicategory predictors -- 12. GLM 1: comparing several independent means -- 13. GLM 2: comparing means adjusted for other predictors (analysis of covariance) -- 14. GLM 3: factorial designs -- 15. GLM 4: repeated-measure designs -- 16. GLM 5: mixed designs -- 17. Multivariate analysis of variance (MANOVA) -- 18. Exploratory factor analysis -- 19. Categorical outcomes: chi-square and loglinear analysis -- 20. Categorical outcomes: logistic regression -- 21. 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 Call number Status Date due Barcode Item holds
Standard Loan Standard Loan ATU Sligo Yeats Library Main Lending Collection 519.50285536 FIE (Browse shelf(Opens below)) Available 0082613
Total holds: 0

Includes bibliographical references and Index.

1. Why is my evil lecturer forcing me to learn statistics? -- 2. The spine of statistics -- 3. The phoenix of statistics -- 4. The IBM SPSS statistics environment -- 5. Exploring data with graphs -- 6. The beast of bias -- 7. Non-parametric models -- 8. Correlation -- 9. The linear model (regression) -- 10. Comparing two means -- 11. Moderation, mediation and multicategory predictors -- 12. GLM 1: comparing several independent means -- 13. GLM 2: comparing means adjusted for other predictors (analysis of covariance) -- 14. GLM 3: factorial designs -- 15. GLM 4: repeated-measure designs -- 16. GLM 5: mixed designs -- 17. Multivariate analysis of variance (MANOVA) -- 18. Exploratory factor analysis -- 19. Categorical outcomes: chi-square and loglinear analysis -- 20. Categorical outcomes: logistic regression -- 21. 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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