<p>统计推断讲义（手写）</p><p>Lecturer: Dr. Guoqi Qian<br/>Department of Mathematics and Statistics<br/>The University of Melbourne, Australia<br/>Venue: Hua Qiao University, China</p><p>The particular methods that are introduced are: </p><p>1. Acceptance-rejection sampling techniques for simulating nonstandard probability distributions;</p><p><br/>2. Bootstrap for exploring the sampling distribution of a parameter estimator;</p><p> 3. EM algorithm for maximum likelihood estimation involving incomplete<br/>data; </p><p>4. Markov chain Monte Carlo methods including Gibbs sampler and Metropolis-Hastings algorithms.<br/></p><p>   </p><br/>