Advanced Statistics for the Behavioral Sciences

Advanced Statistics for the Behavioral Sciences

A Computational Approach with R

Brown, Jonathon D.

Springer International Publishing AG

05/2019

526

Dura

Inglês

9783319935478

15 a 20 dias

980

Descrição não disponível.
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.
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generalized linear models;mixed modeling;nonlinear regression;statistics for behavioral sciences;structural equation modeling;statistical analysis;time series analysis