How Long to Read Extending the Linear Model with R

How Long Does it Take to Read Extending the Linear Model with R?

It takes the average reader 6 hours and 53 minutes to read Extending the Linear Model with R by Julian J. Faraway

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

Description

Start Analyzing a Wide Range of Problems Since the publication of the bestselling, highly recommended first edition, R has considerably expanded both in popularity and in the number of packages available. Extending the Linear Model with R: Generalized Linear, Mixed Effects and Nonparametric Regression Models, Second Edition takes advantage of the greater functionality now available in R and substantially revises and adds several topics. New to the Second Edition Expanded coverage of binary and binomial responses, including proportion responses, quasibinomial and beta regression, and applied considerations regarding these models New sections on Poisson models with dispersion, zero inflated count models, linear discriminant analysis, and sandwich and robust estimation for generalized linear models (GLMs) Revised chapters on random effects and repeated measures that reflect changes in the lme4 package and show how to perform hypothesis testing for the models using other methods New chapter on the Bayesian analysis of mixed effect models that illustrates the use of STAN and presents the approximation method of INLA Revised chapter on generalized linear mixed models to reflect the much richer choice of fitting software now available Updated coverage of splines and confidence bands in the chapter on nonparametric regression New material on random forests for regression and classification Revamped R code throughout, particularly the many plots using the ggplot2 package Revised and expanded exercises with solutions now included Demonstrates the Interplay of Theory and Practice This textbook continues to cover a range of techniques that grow from the linear regression model. It presents three extensions to the linear framework: GLMs, mixed effect models, and nonparametric regression models. The book explains data analysis using real examples and includes all the R commands necessary to reproduce the analyses.

How long is Extending the Linear Model with R?

Extending the Linear Model with R by Julian J. Faraway is 399 pages long, and a total of 103,341 words.

This makes it 135% the length of the average book. It also has 126% more words than the average book.

How Long Does it Take to Read Extending the Linear Model with R Aloud?

The average oral reading speed is 183 words per minute. This means it takes 9 hours and 24 minutes to read Extending the Linear Model with R aloud.

What Reading Level is Extending the Linear Model with R?

Extending the Linear Model with 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 Extending the Linear Model with R?

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