Nonparametric Statistical Methods Using R / (Record no. 6865)

MARC details
000 -LEADER
fixed length control field 01838 a2200193 4500
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20251030094019.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 241123b |||||||| |||| 00| 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
ISBN 9780367739720
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 519.54
Item number KloN
100 ## - MAIN ENTRY--AUTHOR NAME
Personal name John Kloke
245 ## - TITLE STATEMENT
Title Nonparametric Statistical Methods Using R /
Statement of responsibility, etc John Kloke and Joseph W. McKean
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication Boca Raton :
Name of publisher CRC Press,
Year of publication ©2015.
300 ## - PHYSICAL DESCRIPTION
Number of Pages xv,271p.
440 ## - SERIES STATEMENT/ADDED ENTRY--TITLE
Title The R Series
520 ## - SUMMARY, ETC.
Summary, etc A Practical Guide to Implementing Nonparametric and Rank-Based Procedures<br/><br/>Nonparametric Statistical Methods Using R covers traditional nonparametric methods and rank-based analyses, including estimation and inference for models ranging from simple location models to general linear and nonlinear models for uncorrelated and correlated responses. The authors emphasize applications and statistical computation. They illustrate the methods with many real and simulated data examples using R, including the packages Rfit and npsm.<br/><br/>The book first gives an overview of the R language and basic statistical concepts before discussing nonparametrics. It presents rank-based methods for one- and two-sample problems, procedures for regression models, computation for general fixed-effects ANOVA and ANCOVA models, and time-to-event analyses. The last two chapters cover more advanced material, including high breakdown fits for general regression models and rank-based inference for cluster correlated data.<br/><br/>The book can be used as a primary text or supplement in a course on applied nonparametric or robust procedures and as a reference for researchers who need to implement nonparametric and rank-based methods in practice. Through numerous examples, it shows readers how to apply these methods using R.
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical Term R
General subdivision Statistical Methods
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name McKean, Joseph W.
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type Books
Holdings
Withdrawn status Lost status Damaged status Collection code Home library Current library Shelving location Date acquired Source of acquisition Purchase Price Bill number Full call number Accession Number Print Price Bill Date/Price effective from Koha item type
      Humanities Indian Institute of Technology Tirupati Indian Institute of Technology Tirupati General Stacks 15/09/2025 Shankar's Book Agency Pvt. Ltd. 3253.63 IN35911/25-26 519.54 KloN (11609) 11609 4648.04 15/09/2025 Books