Discovering statistics using IBM SPSS statistics /
Andy Field.
- 6th edition.
- xxxii, 1110 pages : illustrations ; 27 cm.
Includes bibliographical references and index.
Why is my evil lecturer me to learn statistics -- The spine of statistics -- The phoenix of statistics -- The IBM spss statistics environment -- Visualizing data -- The beast of bias -- Non-parametric -- Correlation -- The linear model (regression) -- Categorical predictors: comparing two means -- Moderation and mediation -- 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.