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: 519.50285536Item type | Current library | Call number | Status | Date due | Barcode | Item holds |
---|---|---|---|---|---|---|
Standard Loan | ATU Sligo Yeats Library Main Lending Collection | 519.50285536 FIE (Browse shelf(Opens below)) | Available | 0082613 |
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519.50285 MAT The art of R programming : a tour of statistical software design / | 519.50285 REM An introduction to statistics using Microsoft Excel / | 519.50285 TEE R cookbook / | 519.50285536 FIE Discovering Statistics using IBM SPSS / | 519.502855369 SWE Data analysis with SPSS / | 519.52 Survey Sampling | 519.535 Applied Regression Analysis and Other Mulitvariable Methods. |
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.