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Serious Stat
A guide to advanced statistics for the behavioral sciences
- Textbook
Serious Stat
A guide to advanced statistics for the behavioral sciences
- Textbook
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Description
Ideal for experienced students and researchers in the social sciences who wish to refresh or extend their understanding of statistics, and to apply advanced statistical procedures using SPSS or R. Key theory is reviewed and illustrated with examples of how to apply these concepts using real data.
Table of Contents
Preface
Data, Samples and Statistics
Probability Distributions
Confidence Intervals
Significance Tests
Regression
Correlation and Covariance
Effect Size
Statistical Power
Exploring Messy Data
Dealing with Messy Data
Alternatives to Classical Statistical Inference
Multiple Regression and the General Linear Model
ANOVA and ANCOVA with Independent Measures
Interactions
Contrasts
Repeated Measures ANOVA
Modelling Discrete Outcomes
Multilevel Models
References.
Data, Samples and Statistics
Probability Distributions
Confidence Intervals
Significance Tests
Regression
Correlation and Covariance
Effect Size
Statistical Power
Exploring Messy Data
Dealing with Messy Data
Alternatives to Classical Statistical Inference
Multiple Regression and the General Linear Model
ANOVA and ANCOVA with Independent Measures
Interactions
Contrasts
Repeated Measures ANOVA
Modelling Discrete Outcomes
Multilevel Models
References.
Product details
| Published | 25 Jun 2012 |
|---|---|
| Format | Hardback |
| Edition | 1st |
| Extent | 864 |
| ISBN | 9780230577176 |
| Imprint | Bloomsbury Academic |
| Dimensions | Not specified |
| Publisher | Bloomsbury Publishing |
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