![]() 作者:Robert Kabacoff 出版社: Manning Publications 副标题: Data Analysis and Graphics with R 出版年: 2015-6-6 页数: 608 定价: USD 59.99 装帧: Paperback ISBN: 9781617291388 内容简介 · · · · · ·R is a powerful tool for statistical computing and graphics. Unlike general purpose programming languages, R speaks the language of data analysis. It's perfect for business pros, social scientists, and researchers who need to make sense out of raw information. It runs on all important platforms and provides thousands of useful modules and utilities to solve the most common data... 作者简介 · · · · · ·Dr. Rob Kabacoff is a seasoned researcher who specializes in data analysis. He has taught graduate courses in statistical programming and manages the Quick-R website at statmethods.net. 目录 · · · · · ·PART 1: GETTING STARTED1. Introduction To R - FREE 2. Creating a Dataset - AVAILABLE 3. Getting started with graphs - AVAILABLE 4. Basic Data Management 5. Advanced data management · · · · · ·() PART 1: GETTING STARTED 1. Introduction To R - FREE 2. Creating a Dataset - AVAILABLE 3. Getting started with graphs - AVAILABLE 4. Basic Data Management 5. Advanced data management PART 2: BASIC METHODS 6. Basic Graphs 7. Basic Statistics PART 3: INTERMEDIATE METHODS 8. Regression 9. Analysis of Variance 10. Power Analysis 11. Intermediate Graphs 12. Resampling statistics and bootstrapping PART 4: ADVANCED METHODS 13. Generalized Linear Models 14. Principal Components and Factor Analysis 15. Time Series Analysis 16. Cluster Analysis 17. Classification Methods 18. Advanced methods for missing data 19. Advanced Graphs 20. Advanced R Programming APPENDIXES: A Graphic user interfaces B Customizing the startup environment C Exporting Data from R D Creating publication-quality output E Matrix Algebra in R F Packages used in this book G Working with large datasets H Updating an R installation · · · · · · () |
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