By The Book Comic

Multiple Comparisons Using R
by Frank Bretz, Torsten Hothorn

📕 Multiple Comparisons Using R • CLICK HERE 📕

• ISBN: 9781584885740 (1584885742)
• Language: english
• Format: hardcover, 187 pages
• Release date: July 27, 2010
• Author: Frank Bretz, Torsten Hothorn
• Publisher: CRC Press

About The Book

“Adopting a unifying theme based on maximum statistics, Multiple Comparisons Using R describes the common underlying theory of multiple comparison procedures through numerous examples. After giving examples of multiplicity problems, the book covers general concepts and basic multiple comparisons procedures, including the Bonferroni method and Simes’ test. It then shows how to perform parametric multiple comparisons in standard linear models and general parametric models. It also introduces the multcomp package in R, which offers a convenient interface to perform multiple comparisons in a general context. Following this theoretical framework, the book explores applications involving the Dunnett test, Tukey’s all pairwise comparisons, and general multiple contrast tests for standard regression models, mixed-effects models, and parametric survival models. The last chapter reviews other multiple comparison procedures, such as resampling-based procedures, methods for group sequential or adaptive designs, and the combination of multiple comparison procedures with modeling techniques. Controlling multiplicity in experiments ensures better decision making and safeguards against false claims. A self-contained introduction to multiple comparison procedures, this book offers strategies for constructing the procedures and illustrates the framework for multiple hypotheses testing in general parametric models. It is suitable for readers with R experience but limited knowledge of multiple comparison procedures and vice versa.” — Publisher’s description.

FictionBook Multiple Comparisons Using R buy cheap on PC on Dymocks. MP3 book Multiple Comparisons Using R by Frank Bretz download. FB2 ebook Multiple Comparisons Using R Frank Bretz read online for Android. TXT ebook Multiple Comparisons Using R on Kobo. MOBI book Multiple Comparisons Using R by Frank Bretz buy Kindle on Barnes & Noble.