Statistics and Data with R

出版者:Wiley

作者:Yosef Cohen

页数:618

出版时间:2008-12-22

价格:USD 100.00

装帧:Hardcover

isbn号码:9780470758052

图书标签:R统计分析R语言机器学习数据挖掘统计数理统计R.

R, an Open Source software, has become the de facto statistical computing environment. It has an excellent collection of data manipulation and graphics capabilities. It is extensible and comes with a large number of packages that allow statistical analysis at all levels – from simple to advanced – and in numerous fields including Medicine, Genetics, Biology, Environmental Sciences, Geology, Social Sciences and much more. The software is maintained and developed by academicians and professionals and as such, is continuously evolving and up to date. Statistics and Data with R presents an accessible guide to data manipulations, statistical analysis and graphics using R. Assuming no previous knowledge of statistics or R, the book includes: A comprehensive introduction to the R language. An integrated approach to importing and preparing data for analysis, exploring and analyzing the data, and presenting results. Over 300 examples, including detailed explanations of the R scripts used throughout. Over 100 moderately large data sets from disciplines ranging from Biology, Ecology and Environmental Science to Medicine, Law, Military and Social Sciences. A parallel discussion of analyses with the normal density, proportions (binomial), counts (Poisson) and bootstrap methods. Two extensive indexes that include references to every R function (and its arguments and packages used in the book) and to every introduced concept. An accompanying Wiki website, http://turtle.gis.umn.edu includes all the scripts and data used in the book. The website also features a solutions manual, providing answers to all of the exercises presented in the book. Visitors are invited to download/upload data and scripts and share comments, suggestions and questions with other visitors. Students, researchers and practitioners will find this to be both a valuable learning resource in statistics and R and an excellent reference book.

用户评价

出于崇拜作者Yosef给五颗星，没完全看懂，英语太烂了。快翻中吧。

出于崇拜作者Yosef给五颗星，没完全看懂，英语太烂了。快翻中吧。

出于崇拜作者Yosef给五颗星，没完全看懂，英语太烂了。快翻中吧。

Yoself ：Professor, Department of Fisheries, Wildlife and Conservation Biology Jeremiah： Neuroscience Graduate Student, Vanderbilt University

Yoself ：Professor, Department of Fisheries, Wildlife and Conservation Biology Jeremiah： Neuroscience Graduate Student, Vanderbilt University