The book gives a comprehensive coverage of most classical nonparametric statistical tests as well as nonparametric techniques in regression and generalized regression, time-to-event analysis, density estimations and resampling methods. All these techniques are widely used in modern day statistics. The book is written as a textbook for a second-year course in a Master’s program in Applied Statistics.
Olga Korosteleva is an associate professor of statistics in the Department of Mathematics and Statistics at California State University, Long Beach (CSULB). She received a Ph.D. in statistics from Purdue University.
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