Robust nonparametric statistical methods /
Hettmansperger, Thomas P
Robust nonparametric statistical methods / Thomas P Hettmansperger and Joseph W McKean - 2nd ed. - Boca Ratan : CRC Press, 2011 - xvii, 535p. 26 cm. - Monographs on statistics and applied probability; 119 .
Based in ranks of the data, this book offers an alternative to the traditional least squares approach. Topics include one- and two-sample location models, linear models (including multiple regression and designed experiments), and multivariate models. Rank tests and estimates for all models are developed, including bounded influence and high breakdown methods. Emphasis is on efficiency and robustness and all methods are illustrated on data sets.
9781439809082
Nonparametric statistics
Robust statistics.
519.5 / HET
Robust nonparametric statistical methods / Thomas P Hettmansperger and Joseph W McKean - 2nd ed. - Boca Ratan : CRC Press, 2011 - xvii, 535p. 26 cm. - Monographs on statistics and applied probability; 119 .
Based in ranks of the data, this book offers an alternative to the traditional least squares approach. Topics include one- and two-sample location models, linear models (including multiple regression and designed experiments), and multivariate models. Rank tests and estimates for all models are developed, including bounded influence and high breakdown methods. Emphasis is on efficiency and robustness and all methods are illustrated on data sets.
9781439809082
Nonparametric statistics
Robust statistics.
519.5 / HET