Advanced Statistics for the Behavioral Sciences

Teaches core subjects students need to both understand and perform computer-generated statistical analyses

2. Builds on Brown's earlier book on common statistical analyses, Linear Models in Matrix Form (Springer, 2014)

3. Utilizes R as standard tool for algebraic calculations

   Teaches core subjects students need to both understand and perform computer-generated statistical analyses Builds on Brown's earlier book on common statistical analyses, Linear Models in Matrix Form? (Springer, 2014) Utilizes R as standard tool for algebraic calculations

   Autorentext
   Jonathon D. Brown is a social psychologist at the University of Washington. Since receiving his Ph.D. from UCLA in 1986, he has written three books, authored more than 75 journal articles and chapters, received a Presidential Young Investigator Award from the National Science Foundation, and been recognized as one of social psychology's most frequently-cited authors.

   Inhalt
   Linear Equations.- Least Squares Estimation.- Linear Regression.- Eigen Decomposition.- Singular Value Decomposition.- Generalized Least Squares Estimation.- Robust Regression.- Model Selection and Biased Estimation.- Cubic Splines and Additive Models.- Nonlinear Regression and Optimization.- Generalized Linear Models.- Survival Analysis.- Time Series Analysis.- Mixed Effects Models.