Handbook of Computational Statistics is popular PDF and ePub book, written by James E. Gentle in 2017-05-04, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Handbook of Computational Statistics can be Read Online from any device for your convenience.
Handbook of Computational Statistics Book PDF Summary
The Handbook of Computational Statistics - Concepts and Methods (second edition) is a revision of the first edition published in 2004, and contains additional comments and updated information on the existing chapters, as well as three new chapters addressing recent work in the field of computational statistics. This new edition is divided into 4 parts in the same way as the first edition. It begins with "How Computational Statistics became the backbone of modern data science" (Ch.1): an overview of the field of Computational Statistics, how it emerged as a separate discipline, and how its own development mirrored that of hardware and software, including a discussion of current active research. The second part (Chs. 2 - 15) presents several topics in the supporting field of statistical computing. Emphasis is placed on the need for fast and accurate numerical algorithms, and some of the basic methodologies for transformation, database handling, high-dimensional data and graphics treatment are discussed. The third part (Chs. 16 - 33) focuses on statistical methodology. Special attention is given to smoothing, iterative procedures, simulation and visualization of multivariate data. Lastly, a set of selected applications (Chs. 34 - 38) like Bioinformatics, Medical Imaging, Finance, Econometrics and Network Intrusion Detection highlight the usefulness of computational statistics in real-world applications.
Detail Book of Handbook of Computational Statistics PDF
- Author : James E. Gentle
- Release : 04 May 2017
- Publisher : Springer
- ISBN : 3662517655
- Genre : Computers
- Total Page : 0 pages
- Language : English
- PDF File Size : 17,9 Mb
If you're still pondering over how to secure a PDF or EPUB version of the book Handbook of Computational Statistics by James E. Gentle, don't worry! All you have to do is click the 'Get Book' buttons below to kick off your Download or Read Online journey. Just a friendly reminder: we don't upload or host the files ourselves.