R For Programmes Karter Tate & Morgan Holland
- ISBN: 9781788820998
- Edition: 1st
- ©Year: 2020
- List Price : 170
About the Book
Rfor programmers presents valuable apparatuses and strategies forassaulting many sorts of R programming issues, helping you dodge oversights and deadlocks. With over ten years of experience programming in R, the creator delineates the tastefulness, magnificence, and adaptability at the core of R.The book builds up the fundamental aptitudes to deliver quality code that can be utilized as a part of an assortment of conditions. You will learn: The basics of R, including standard information sorts and capacities; Utilitarian programming as a valuable system for taking care of wide classes of issues; The positives and negatives of meta programming; Instructions to compose quick, memory-productive code. This book not just enables current R clients to wind up R developers yet in addition indicates existing software engineers what's exceptional about R.
Contents: 1. Introduction to R Programming, 2. R Flow Control, 3. R Functions, 4. R Data Structure, 5. Doing Math and Simulations in R, 6. R Classes and Objects, 7. Input/Output, 8. String Manipulation, 9. Debugging, 10. R Data Interfaces, 11. R Charts and Graphs, 12. R Statistics Examples, 13. Bayesian Network, 14. Data Manipulation, 15. Contingency Tables in R, 16. Graphical Data Analysis and Models, 17. Clustering and Classification, 18.Testing and PerformanceTuning.
Karter Tate Ph.D. is a professor of computer science (and was formerly a professor of statistics) at the California. His research interests include parallel processing and statistical regression, and he is the author of a number of widely-used Web tutorials on software development. He is also a member of the International Statistical Institute. The author of more than 123 articles published in a variety of statistical journals, he is also the author eleven other books on statistics. Karter Tate is creator of WRS, which is an R package for performing robust statistical methods. His main research interest includes R for Programmers, statistical methods, particularly robust methods for comparing groups and studying associations.
Morgan Holland has many years of experience in data mining and data analysis at many companies including Doubleclick, and VeriSign. She graduated from MIT in Computer Science and Electrical Engineering. She is the inventor of several patents for computer security and cryptography, and the author of Baseball Hacks. Currently, she is a senior data scientist. Morgan Holland has been writing for more than 7 years. She is the author of nearly 9 books. Shealso writes magazine and Internet articles, speeches, and technical reports. Her favorite part of writing books is the research. She is the author or editor of numerous books, including R for Programmers. She specializes in R For Programmers, Using R & R Studio for Data Management, Statistical Analysis & Graphics, data management and statistical computing.