By Samprit Chatterjee,Jeffrey S. Simonoff
A accomplished Account for information Analysts of the tools and purposes of Regression Analysis.
Written by means of verified 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 actual lifestyles. it's meant to be a finished number of the speculation, tools, and functions of regression equipment, however it has been intentionally written at an available level.
The instruction manual presents a brief and handy reference or “refresher” on principles and techniques which are necessary for the potent research of information and its ensuing interpretations. scholars can use the ebook as an advent to and/or precis of key techniques in regression and comparable direction paintings (including linear, binary logistic, multinomial logistic, count number, and nonlinear regression models). concept underlying the technique is gifted while it advances conceptual figuring out and is usually supplemented by means of hands-on examples.
References are provided for readers in need of extra unique fabric at the subject matters mentioned within the booklet. R code and information for all the analyses defined within the booklet can be found through an author-maintained website.
"I loved the presentation of the instruction manual, and that i will be satisfied to suggest this great convenient booklet as a connection with my scholars. The readability of the writing and correct offerings of examples permits the shows 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
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