How Long to Read Multiple Comparisons Using R

By Frank Bretz

How Long Does it Take to Read Multiple Comparisons Using R?

It takes the average reader 3 hours and 29 minutes to read Multiple Comparisons Using R by Frank Bretz

Assuming a reading speed of 250 words per minute. Learn more

Description

Adopting a unifying theme based on maximum statistics, Multiple Comparisons Using R describes the common underlying theory of multiple comparison procedures through numerous examples. It also presents a detailed description of available software implementations in R. The R packages and source code for the analyses are available at http://CRAN.R-project.org 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. See Dr. Bretz discuss the book.

How long is Multiple Comparisons Using R?

Multiple Comparisons Using R by Frank Bretz is 205 pages long, and a total of 52,275 words.

This makes it 69% the length of the average book. It also has 64% more words than the average book.

How Long Does it Take to Read Multiple Comparisons Using R Aloud?

The average oral reading speed is 183 words per minute. This means it takes 4 hours and 45 minutes to read Multiple Comparisons Using R aloud.

What Reading Level is Multiple Comparisons Using R?

Multiple Comparisons Using R is suitable for students ages 12 and up.

Note that there may be other factors that effect this rating besides length that are not factored in on this page. This may include things like complex language or sensitive topics not suitable for students of certain ages.

When deciding what to show young students always use your best judgement and consult a professional.

Where Can I Buy Multiple Comparisons Using R?

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