(eBook PDF) Discovering Statistics Using IBM SPSS Statistics 5th Edition – Digital Ebook – Instant Delivery Download
Product details:
- ISBN-10 : 9781526419521
- ISBN-13 : 978-1526419521
- Author: Andy Field (Author)
With an exciting new look, new characters to meet, and its unique combination of humour and step-by-step instruction, this award-winning book is the statistics lifesaver for everyone. From initial theory through to regression, factor analysis and multilevel modelling, Andy Field animates statistics and SPSS software with his famously bizarre examples and activities.
Table contents:
- 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
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