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Nonparametric statistical methods using R / John Kloke and Joseph W. McKean.

By: Contributor(s): Material type: TextTextSeries: Chapman & Hall/CRC the R seriesPublication details: Boca Raton : CRC Press, 2015.Description: xv, 271 p. : illustrations ; 25 cmISBN:
  • 9781439873434 (hardcover : alk. paper)
Subject(s): DDC classification:
  • 000SA.12 23 K66
Contents:
1. Getting started with R -- 2. Basic statistics -- 3. Two-sample problems -- 4. Regression I -- 5. ANOVA and ANCOVA -- 6. Time to event analysis -- 7. Regression II -- 8. Cluster correlated data-- Bibliography-- Index.
Summary: This book 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.
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Holdings
Item type Current library Call number Status Date due Barcode Item holds
Books ISI Library, Kolkata 000SA.12 K66 (Browse shelf(Opens below)) Available 136339
Total holds: 0

Includes bibliographical references and index.

1. Getting started with R --
2. Basic statistics --
3. Two-sample problems --
4. Regression I --
5. ANOVA and ANCOVA --
6. Time to event analysis --
7. Regression II --
8. Cluster correlated data--
Bibliography--
Index.

This book 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.

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