Nonparametric Statistical Methods Using R

這本全面更新且擴充的第二版涵蓋了傳統的非參數方法和基於排名的分析。新增了兩個章節，分別介紹多變量分析和大數據。核心的經典非參數章節，包括單樣本和雙樣本問題，也有所擴充。

John D. Kloke is a bit of a jack-of-all-trades as he has worked as a clinical trial statistician supporting industry as well as academic studies and he also served as a teacher-scholar at several academic institutions. He has held faculty positions at the University of California - Santa Barbara, University of Wisconsin - Madison, University of Pittsburgh, Bucknell University, and Pomona College. An early adopter of R, he is an author and maintainer of numerous R packages, including Rfit and npsm. He has published papers on nonparametric rank-based estimation, including analysis of cluster correlated data.

Joseph W. McKean is a professor emeritus of statistics at Western Michigan University. He has published many papers on nonparametric and robust statistical procedures and has co-authored several books, including Robust Nonparametric Statistical Methods and Introduction to Mathematical Statistics. He co-edited the book Robust Rank-Based and Nonparametric Methods. He served as an associate editor of several statistics journals and is a fellow of the American Statistical Association.

John D. Kloke是一位多才多藝的人，他曾在臨床試驗統計學領域支援工業和學術研究，並在幾所學術機構擔任教學學者。他曾在加州大學聖塔芭芭拉分校、威斯康辛大學麥迪遜分校、匹茲堡大學、巴克內爾大學和波莫納學院擔任教職。作為R的早期使用者，他是許多R套件的作者和維護者，包括Rfit和npsm。他發表了關於非參數排名估計的論文，包括對集群相關數據的分析。

Joseph W. McKean是西密歇根大學統計學的名譽教授。他發表了許多關於非參數和魯棒統計程序的論文，並合著了幾本書，包括《魯棒非參數統計方法》和《數學統計學導論》。他共同編輯了《魯棒基於排名和非參數方法》一書。他曾擔任多個統計學期刊的副編輯，並是美國統計學會的會士。