TY - BOOK AU - Field,Andy P. AU - Field,Andy P. TI - Discovering statistics using IBM SPSS T2 - SAGE edge SN - 9781526419521 AV - HA32.F54 2018 PY - 2018/// KW - SPSS for Windows KW - Social sciences KW - Statistical methods KW - Computer programs KW - fast KW - Statistics N1 - First edition published 2000; 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-measures 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 ER -