کتاب دانلود کتب لاتین علوم مهندسیآمار و احتمال
رگرسیون مدل سازی و آنالیز داده ها با برنامه های کاربردی در R
رگرسیون مدل سازی و آنالیز داده ها با برنامه های کاربردی در R

Regression Modeling and Data Analysis with Applications in R
سال انتشار: 2020
تعداد صفحات: 363
زبان فایل: انگلیسی
فرمت فایل: pdf
حجم فایل: 8MB
رمز فایل: www.ketabdownload.com

دانلود رایگان

Publisher : Wiley

ISBN-10 : 1119392373

ISBN-13 : 978-1119392378

ASIN : B08F2ZRTFJ

Handbook and reference guide for students and practitioners of statistical regression-based analyses in R

Handbook of Regression Analysis with Applications in R, Second Edition is a comprehensive and up-to-date guide to conducting complex regressions in the R statistical programming language. The authors’ thorough treatment of “classical” regression analysis in the first edition is complemented here by their discussion of more advanced topics including time-to-event survival data and longitudinal and clustered data. 

The book further pays particular attention to methods that have become prominent in the last few decades as increasingly large data sets have made new techniques and applications possible. These include:

•Regularization methods

•Smoothing methods

•Tree-based methods

In the new edition of the Handbook, the data analyst’s toolkit is explored and expanded. Examples are drawn from a wide variety of real-life applications and data sets. All the utilized R code and data are available via an author-maintained website.

Of interest to undergraduate and graduate students taking courses in statistics and regression, the Handbook of Regression Analysis will also be invaluable to practicing data scientists and statisticians.