Behavioral research data analysis with R
This book is written for behavioral scientists who want to consider adding R to their existing set of statistical tools, or want to switch to R as their main computation tool. The authors aim primarily to help practitioners of behavioral research make the transition to R. The focus is to provide pra...
Enregistré dans:
| Auteurs principaux: | , |
|---|---|
| Format: | Livre numérique |
| Langue: | Anglais |
| Publié: |
New York, NY :
Springer New York
2012.
Cham : Springer Nature |
| Collection: | Use R!
|
| Sujets: | |
| Accès en ligne: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Note: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Behavioral Research Data Analysis with R, Texte imprimé, 9781461412373 • Behavioral Research Data Analysis with R, Texte imprimé, 9781461412397 |
Table des matières:
- Introduction
- Reading and Transformting Data Format
- Statistics for Comparing Means and Proportions
- R Graphics and Trellis Plots
- Analysis of Variance
- Linear and Logistic Regression
- Statistical Power and Sample Size Considerations
- Item Response Theory
- Imputation of Missing Data
- Linear Mixed Effects Models in Analyzing Repeated Measures Data
- Linear Mixed Effects Models in Cluster Randomized Studies.