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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...
| Clasificación: | Libro Electrónico |
|---|---|
| Autores principales: | , |
| Autor Corporativo: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
New York, NY :
Springer New York : Imprint: Springer,
2012.
|
| Edición: | 1st ed. 2012. |
| Colección: | Use R!,
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| Temas: | |
| Acceso en línea: | Texto Completo |
Tabla de Contenidos:
- 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.