Computational Statistics pdf epub mobi txt 電子書 下載2025
- 統計學
- Statistics
- Computation
- 統計學習
- Bayesian
- 機器學習
- 數學
- 人工智能
- Computational Statistics
- Statistics
- Computation
- Data Analysis
- Machine Learning
- Algorithms
- Probability
- Mathematical Modeling
- Simulation
- Random Processes
具體描述
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.
著者簡介
圖書目錄
讀後感
評分
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用戶評價
問題闡述的很清晰
评分非常好的一本教材。
评分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
评分127/472: 1.review + Optimization(2.optimization & solving nonlinear equations + 4.EM optimization methods) + Integration & Simulation (5.numerical integration + 6.simulation & Monte Carlo integration)
评分非常好的一本教材。
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