By Samprit Chatterjee,Jeffrey S. Simonoff
A finished Account for facts Analysts of the equipment and functions of Regression Analysis.
Written via validated specialists within the box, the aim of the Handbook of Regression Analysis is to supply a pragmatic, one-stop reference on regression research. the point of interest is at the instruments that either practitioners and researchers use in genuine lifestyles. it's meant to be a complete choice of the idea, equipment, and functions of regression tools, however it has been intentionally written at an available level.
The instruction manual offers a brief and handy reference or “refresher” on principles and techniques which are precious for the powerful research of knowledge and its ensuing interpretations. scholars can use the e-book as an creation to and/or precis of key options in regression and similar direction paintings (including linear, binary logistic, multinomial logistic, count number, and nonlinear regression models). thought underlying the method is gifted while it advances conceptual knowing and is usually supplemented by way of hands-on examples.
References are provided for readers short of extra precise fabric at the issues mentioned within the ebook. R code and knowledge for all the analyses defined within the publication can be found through an author-maintained website.
"I loved the presentation of the guide, and that i will be satisfied to suggest this great convenient e-book as a connection with my scholars. The readability of the writing and correct offerings of examples permits the displays ofmany statisticalmethods shine. the standard of the examples on the finish of every bankruptcy is a energy. They entail motives of the ensuing R outputs and effectively consultant readers to interpret them." American Statistician