Basic Elements of Computational Statistics
By Wolfgang Karl Härdle, Ostap Okhrin & Yarema Okhrin
- Category: Computers, Books, Computers & Internet, Science & Nature, Life Sciences, Business & Personal Finance, Economics, Mathematics
- Type: ebook
- Release Date: 2017-09-29
- File Size: 7.31MB
- Developer: Wolfgang Karl Härdle, Ostap Okhrin & Yarema Okhrin
- App Ratings: 0/5 (0 App Reviews)
- Price: $69.99
Basic Elements of Computational Statistics Details
This textbook on computational statistics presents tools and concepts of univariate and multivariate statistical data analysis with a strong focus on applications and implementations in the statistical software R. It covers mathematical, statistical as well as programming problems in computational statistics and contains a wide variety of practical examples. In addition to the numerous R sniplets presented in the text, all computer programs (quantlets) and data sets to the book are available on GitHub and referred to in the book. This enables the reader to fully reproduce as well as modify and adjust all examples to their needs.
The book is intended for advanced undergraduate and first-year graduate students as well as for data analysts new to the job who would like a tour of the various statistical tools in a data analysis workshop. The experienced reader with a good knowledge of statistics and programming might skip some sections on univariate models and enjoy the various
mathematical roots of multivariate techniques.
The Quantlet platform quantlet.de, quantlet.com, quantlet.org is an integrated QuantNet environment consisting of different types of statistics-related documents and program codes. Its goal is to promote reproducibility and offer a platform for sharing validated knowledge native to the social web. QuantNet and the corresponding Data-Driven Documents-based visualization allows readers to reproduce the tables, pictures and calculations inside this Springer book.
5By Conan BFinally I get this ebook, thanks for all these Basic Elements of Computational Statistics I can get now!
4By Jerri UMy friends are so mad that they do not know how I have all the high quality ebook which they do not!
3By Morse JBasic Elements of Computational Statistics was the best books I ever buy. Basic Elements of Computational Statistics did exactly what you said it does.
4By Sybil EI would like to personally thank you for your outstanding books. It's really wonderful.
3By Dewey KI will recommend you to my colleagues. Basic Elements of Computational Statistics is the most valuable books we have EVER purchased. I'd be lost without this. I am completely blown away.
3By Yoshi Ahahahahaha
1By Ivett Lwtffff i do not understand this!