Springer Series in Statistics(共47册), 这套丛书还有 《Weak Convergence and Empirical Processes》《Aspects of Risk Theory (Springer Series in Statistics)》《Statistical Learning from a Regression Perspective (Springer Series in Statistics)》《Theory of Statistics》《Time Series》 等。
The Element of Statistical Learning – Chapter 2 oxstar@SJTU January 3, 2011 Ex. 2.1 Suppose each of K-classes has an associated target tk, which is a vector of all zeros, except a one in the kth position. Show that classifying to the largest element of y? amounts to choosing the ...
The Element of Statistical Learning –Chapter 8 oxstar@SJTU January 6,2011 Ex.8.1Let r (y )and q (y )be probability density functions.Jensen’s inequality states that for a random variable X and a convex function φ(x ),E[φ(X )]≥φ[E(X )].Use Jensen’s inequality to show ...
1、 # TheElementofStatisticalLearningChapter2 HYPERLINK mailto:oxstarS.JTUoxstarS.JTUJcinuciry3?2011Ex.2.1SupposeeachofclasseshasanassociatedtargetwhichisavectorofallzerosexceptnoneintheA:thpositionShowthatclassifyingtothelargestekunentofynmountstochoosingtheclosesttarget,mi】以训,iftheelementsofysumtoone 2...
统计学习[The Elements of Statistical Learning]第六章习题
系统标签: argmin statistical elements learning var 习题 TheElementofStatisticalLearning–Chapter2oxstar@SJTUJanuary3,2011Ex.2.1SupposeeachofK-classeshasanassociatedtargettk,whichisavectorofallzeros,exceptaoneinthekthposition.Showthatclassifyingtothelargestelementofˆyamountstochoosingtheclosesttarget,mink tk...
统计学习[The-Elements-of-Statistical-Learning]第四章习题
统计学习[The Elements of Statistical Learning]第三章习题
th diagonal element of . F test Then, we can derive the confidence interval as well. 3.2.1 Example: Prostate Cancer 3.2.2 The Gauss-Markov Theorem In this sunsection, we only focus on setimation of any linear combination of the parameters ...
16 February 2013 Introduction The Elements of Statistical Learning is an in?uential and widely studied book in the ?elds of machine learning, statistical inference, and pattern recognition. It is a standard recommended text in many graduate courses on these topics. It is also very challenging, ...