Robust nonparametric statistical methods / Thomas P Hettmansperger and Joseph W McKean

By:

Hettmansperger, Thomas P

Contributor(s):

McKean, Joseph W

Material type: Text

TextSeries: Monographs on statistics and applied probability ; 119Publication details: Boca Ratan : CRC Press, 2011Edition: 2nd edDescription: xvii, 535p. 26 cmISBN:

9781439809082

Subject(s):

DDC classification:

519.5 HET

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Holdings
Item type	Current library	Call number	Status	Date due	Barcode	Item holds
Book	Calcutta	519.5 HET (Browse shelf(Opens below))	Available		IIMC-132241

Total holds: 0

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.

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