圖書標籤: 統計學 Statistics Computation 統計學習 Bayesian 機器學習 數學 人工智能
发表于2024-11-24
Computational Statistics pdf epub mobi txt 電子書 下載 2024
Retaining the general organization and style of its predecessor, this new edition continues to serve as a comprehensive guide to modern and classical methods of statistical computing and computational statistics. Approaching the topic in three major parts--optimization, integration, and smoothing--the book includes an overview section in each chapter introduction and step-by-step implementation summaries to accompany the explanations of key methods; expanded coverage of Monte Carlo sampling and MCMC; a chapter on Alternative Viewpoints; a related Web site; new exercises; and more.
非常好的一本教材。
評分Radford Neal選用的課本
評分Radford Neal選用的課本
評分127/472: 1.review + Optimization(2.optimization & solving nonlinear equations + 4.EM optimization methods) + Integration & Simulation (5.numerical integration + 6.simulation & Monte Carlo integration)
評分Barta 力薦的書,主要是介紹各種統計學習的應用,相當強大,講Simulated Annealing 那個知識點也隻用瞭半頁,囧死
評分
評分
評分
評分
Computational Statistics pdf epub mobi txt 電子書 下載 2024