Explaining psychological statistics
著者
書誌事項
Explaining psychological statistics
Brooks/Cole Pub. Co., c1996
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注記
Includes bibliographical references (p. [817]-819) and index
内容説明・目次
内容説明
Designed with the future practitioner in mind, this work is orgnized in an A-B-C-D format. Each chapter includes: an overview; basic statistical procedures (formulas, computations, and numerous step-wise instructions and lists); advanced (optional) material; a summary (lists of important points from each of the preceeding sections which serves as a study guide); and an exercise set. The author shows the role statistics play in research, helping motivate students as they see its applications in the clinical areas of psychological research via examples. The book emphasizes connections between seeemingly disparate statistical procedures.
目次
- Introduction to psychological statistics
- descriptive statistics - frequency tables, graphs, and distributions
- measures of variability
- the normal distribution and probability
- hypothesis tests involving one or two group means - the sampling distribution of the mean
- introduction to hypothesis testing - the one-sample Z-test
- the one-sample t-test
- the t-test for two independent sample means
- statistical power
- hypothesis tests involving two measures on each subject - linear correlation
- linear regression
- the matched t-test
- one- and two-way analysis of variance - one-way independent ANOVA
- multiple comparisons
- two-way ANOVA
- repeated measures ANOVA
- mixed design ANOVA
- non-parametric statistics - binomial distribution
- Chi-square tests
- ordinal statistics.
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