TY - BOOK AU - Field,Andy TI - Discovering statistics using IBM SPSS statistics SN - 9781526419521 (pbk) U1 - 300.727 PY - 2018///] ©2018 CY - London : PB - SAGE Publications, KW - SPSS (Computer file) KW - SPSS for Windows. KW - Social sciences -- Statistical methods N1 - Includes 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 N2 - 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 ER -