Stanford : Statistical Learning 斯坦福大学：统计学习，新课程教材的pdf可以在https://www.statlearning.com/下载到，下载不了的也可以私我发你，作者还在这个网站上放出了课程的视频和课件，大家可以自行下载。顺带一提，人尽皆知的LASSO (Least Absolute Shrinkage & Selection Operator)变量选择方法就是本视频的其中一位授课者Rob Tibshirani于1996年在他的一篇论文中提出的
下载列表:共74讲
- StatsLearning Lect1-2a
- StatsLearning Lect1-2b
- StatsLearning Lect-3 4a
- StatsLearning Lect-3 4b
- StatsLearning Lect-3 4c
- StatsLearning Lect-3 4d
- Lecture 5 Trevor Rstudio v2
- StatsLearning Lect-5a
- StatsLearning Lect-5b
- StatsLearning Lect-5c
- StatsLearning Lect-5d
- StatsLearning Lect-5e
- lecture 7 r regression v2
- StatsLearning Lect-6a
- StatsLearning Lect-6b
- StatsLearning Lect-6c
- StatsLearning Lect-6d
- StatsLearning Lect-6e
- StatsLearning Lect-6f
- StatsLearning Lect-6g
- StatsLearning Lect-6h
- StatsLearning Lect-7a
- StatsLearning Lect-7b
- StatsLearning Lect-7c
- StatsLearning Lect-7d
- StatsLearning Lect-7e
- StatsLearning Lect-8a
- StatsLearning Lect-8b
- StatsLearning Lect-8c
- StatsLearning Lect-8f
- StatsLearning Lect-8g
- StatsLearning Lect-8h
- StatsLearning Lect-8i
- StatsLearning Lect-8j
- StatsLearning Lect-8k
- StatsLearning Lect-9a
- StatsLearning Lect-9b
- StatsLearning Lect-9c
- StatsLearning Lect-9d
- LearningStats R nonlinear A
- LearningStats R nonlinear B
- StatsLearning Lect10 R modelselection A
- StatsLearning Lect10 R modelselection B
- StatsLearning Lect10 R modelselection C
- StatsLearning Lect10 R modelselection D
- StatsLearning Lect10 R classification
- StatsLearning Lect10 R A LDA
- StatsLearning Lect10 R B Knearest
- StatsLearning Lect10 R C validation
- StatsLearning Lect10 R D bootstrap
- StatsLearning Lect-10a1
- StatsLearning Lect-10a2
- StatsLearning Lect-10b
- StatsLearning Lect-10c
- StatsLearning Lect-10d
- StatsLearning Lect10 R trees A
- StatsLearning Lect10 R trees B
- StatsLearning Lect-11a
- StatsLearning Lect-11b
- StatsLearning Lect-11c
- StatsLearning Lect-11d
- StatsLearning Lect12 R SVM A
- StatsLearning Lect12 R SVM B
- StatsLearning Lect-12b
- StatsLearning Lect-12c
- StatsLearning Lect-12d
- StatsLearning Lect-12e
- StatsLearning R Unsupervised A
- StatsLearning R Unsupervised B
- StatsLearning R Unsupervised C
- JohnChambers Interview
- Interview BradEfron
- Interview JerryFriedman
- Lab Meeting
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