Nonparametric Statistical Methods Using R: Chapman & Hall/CRC Texts in Statistical Science
Autor John Kloke, Joseph McKeanen Limba Engleză Hardback – 20 mai 2024
“This book would be especially good for the shelf of anyone who already knows nonparametrics, but wants a reference for how to apply those techniques in R.”
-The American Statistician
This thoroughly updated and expanded second edition of Nonparametric Statistical Methods Using R covers traditional nonparametric methods and rank-based analyses. Two new chapters covering multivariate analyses and big data have been added. Core classical nonparametrics chapters on one- and two-sample problems have been expanded to include discussions on ties as well as power and sample size determination. Common machine learning topics --- including k-nearest neighbors and trees --- have also been included in this new edition.
Key Features:
- Covers a wide range of models including location, linear regression, ANOVA-type, mixed models for cluster correlated data, nonlinear, and GEE-type.
- Includes robust methods for linear model analyses, big data, time-to-event analyses, timeseries, and multivariate.
- Numerous examples illustrate the methods and their computation.
- R packages are available for computation and datasets.
- Contains two completely new chapters on big data and multivariate analysis.
Din seria Chapman & Hall/CRC Texts in Statistical Science
- 5% Preț: 635.71 lei
- 8% Preț: 572.20 lei
- 9% Preț: 617.40 lei
- 8% Preț: 552.91 lei
- 9% Preț: 595.00 lei
- Preț: 356.63 lei
- 8% Preț: 570.43 lei
- 9% Preț: 681.68 lei
- 9% Preț: 602.05 lei
- 8% Preț: 551.97 lei
- 9% Preț: 1260.30 lei
- 9% Preț: 613.84 lei
- 5% Preț: 374.41 lei
- 9% Preț: 600.69 lei
- 8% Preț: 444.23 lei
- 8% Preț: 547.27 lei
- 8% Preț: 544.47 lei
- 8% Preț: 548.93 lei
- Preț: 356.63 lei
- 8% Preț: 496.94 lei
- 9% Preț: 608.07 lei
- 8% Preț: 419.81 lei
- 9% Preț: 610.93 lei
- 20% Preț: 508.92 lei
- 9% Preț: 608.07 lei
- 8% Preț: 496.37 lei
- Preț: 357.59 lei
- 8% Preț: 547.09 lei
- Preț: 341.42 lei
- 8% Preț: 548.14 lei
- 9% Preț: 772.11 lei
- Preț: 348.11 lei
- 8% Preț: 549.91 lei
- 8% Preț: 444.54 lei
- 9% Preț: 641.60 lei
- Preț: 389.37 lei
- Preț: 349.09 lei
- Preț: 316.73 lei
- Preț: 341.85 lei
- Preț: 349.09 lei
- 9% Preț: 595.90 lei
- 9% Preț: 593.60 lei
- 9% Preț: 599.55 lei
- 11% Preț: 673.60 lei
- 8% Preț: 510.12 lei
- 8% Preț: 511.06 lei
- 8% Preț: 563.39 lei
Preț: 493.36 lei
Preț vechi: 536.27 lei
-8% Nou
Puncte Express: 740
Preț estimativ în valută:
94.43€ • 98.15$ • 78.22£
94.43€ • 98.15$ • 78.22£
Carte tipărită la comandă
Livrare economică 04-18 februarie 25
Preluare comenzi: 021 569.72.76
Specificații
ISBN-13: 9780367651350
ISBN-10: 0367651351
Pagini: 480
Ilustrații: 184
Dimensiuni: 156 x 234 x 34 mm
Greutate: 1.05 kg
Ediția:2
Editura: CRC Press
Colecția Chapman and Hall/CRC
Seria Chapman & Hall/CRC Texts in Statistical Science
Locul publicării:Boca Raton, United States
ISBN-10: 0367651351
Pagini: 480
Ilustrații: 184
Dimensiuni: 156 x 234 x 34 mm
Greutate: 1.05 kg
Ediția:2
Editura: CRC Press
Colecția Chapman and Hall/CRC
Seria Chapman & Hall/CRC Texts in Statistical Science
Locul publicării:Boca Raton, United States
Public țintă
Academic and PostgraduateCuprins
1. Introduction 2. One-Sample Problems 3. Two-Sample Problems 4. Regression 5. ANOVA-Type Rank-Based Procedures 6. Categorical 7. Linear Models 8. Topics in Regression 9. Cluster Correlated Data 10. Multivariate Analysis 11. Big Data Appendix - R Version Information
Notă biografică
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.
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.
Descriere
This thoroughly updated and expanded second edition covers traditional nonparametric methods and rank-based analyses. Two new chapters covering multivariate analyses and big data have been added. Core classical nonparametrics chapters on one- and two-sample problems have been expanded