Course TopicsMany response variables are handled poorly by regression models when the errors are assumed to be normally distributed. For example, modeling the state damaged/not damaged of cells after ...

“General” stepwise regression goes merrily on its way, including variables which look good, and throwing them away later if their contribution to the explanatory power of some later model is not too ...

In general terms, the sum of squares is a statistical technique used in regression analysis to determine the dispersion of data points. ... For a simple linear regression model, ...

A solid coverage of the most important parts of the theory and application of regression models, ... Applied Regression Analysis and Generalized Linear Models; Frees, E.W. (2010). Regression Modeling ...

Qi Li, Cliff J. Huang, Dong Li, Tsu-Tan Fu, Semiparametric Smooth Coefficient Models, Journal of Business & Economic Statistics, Vol. 20, No. 3 (Jul., 2002), ... we propose a semiparametric smooth ...