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.
发表于2024-12-24
Statistics and Data with R pdf epub mobi txt 电子书 下载 2024
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.
Yoself :Professor, Department of Fisheries, Wildlife and Conservation Biology Jeremiah: Neuroscience Graduate Student, Vanderbilt University
评分概率论部分与R语言的结合很赞!~然后习题也都很实用,不错的概率论入门书哦~~
评分Yoself :Professor, Department of Fisheries, Wildlife and Conservation Biology Jeremiah: Neuroscience Graduate Student, Vanderbilt University
评分出于崇拜作者Yosef给五颗星,没完全看懂,英语太烂了。快翻中吧。
评分概率论部分与R语言的结合很赞!~然后习题也都很实用,不错的概率论入门书哦~~
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Statistics and Data with R pdf epub mobi txt 电子书 下载 2024