Focusing on implementation rather than theory, "Statistical Computing with R" serves as a valuable tutorial, providing examples that illustrate programming concepts in the context of practical computational problems. This book presents an overview of computational statistics with an introduction to the R computing environment. Reviewing basic concepts in probability and classical statistical inference, the text demonstrates every algorithm through fully implemented examples coded in R. Chapters cover topics such as Monte Carlo methods, clustering, bootstrap, nonparametric regression, density estimation, and goodness-of-fit. Many exercises are included for the students while a solutions manual is included for the instructor.
發表於2025-01-28
Statistical Computing with R 2025 pdf epub mobi 電子書 下載
圖書標籤: R 統計 programming 統計學 統計計算 Stat R. 編程
這學期的課本,很簡單,但一些課後習題有歧義
評分不如直接參考網上的PDF NOTES
評分不如直接參考網上的PDF NOTES
評分stat403 sp13 作業。。嗬嗬
評分stat403 sp13 作業。。嗬嗬
Statistical Computing with R 2025 pdf epub mobi 電子書 下載