A simulation evaluation of backward elimination and stepwise variable selection in regression analysis

Master of Science === Department of Statistics === Paul Nelson === A first step in model building in regression analysis often consists of selecting a parsimonious set of independent variables from a pool of candidate independent variables. This report uses simulation to study and compare the perfor...

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Bibliographic Details
Main Author: Li, Xin
Language:en
Published: Kansas State University 2012
Subjects:
Online Access:http://hdl.handle.net/2097/14094