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这是我们学校刚从澳大利亚请来的钱教授给我们上的专题系列《统计推断》的讲义。
小弟如今口袋空空，特收取一点小费，敬请各位见谅。
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讲义内容提要：
Chapter 1 Generating Random Numbers
1.1 Generating uniform random numbers
1.2 Testing random numbers
Chapter 2 Bootstrap
2.1 Introduction
2.2 What is the bootstrap estimate of standard error
2.3 Some notes on bootstrap
2.4 An application in Principal component analysis
Chapter 3 The EM algorithm
3.1 Introduction
3.2 some application
3.3 EM in the exponential family
3.4 Standard errors in the context of EM
Chapter 4 Markov chain Monte Carlo: The Gibbs sampler and the Metropolis-Hastings Algorithm
4.1 The Gibbs Sampler
4.2 Metropolis-Hastings algorithm
[此贴子已经被作者于2008-12-21 15:02:46编辑过]
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