Jonathon D. Brown

Advanced Statistics for the Behavioral Sciences (eBook, PDF)

A Computational Approach with R

• Format: PDF

Produktbeschreibung

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

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Produktdetails

• Verlag: Springer International Publishing
• Seitenzahl: 526
• Erscheinungstermin: 30. April 2019
• Englisch
• ISBN-13: 9783319935492
• Artikelnr.: 59931777

Autorenporträt

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.

Inhaltsangabe

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.