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。

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]