Location: EU Supported » PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning » Machine Learning Summer School (MLSS), Berder Island 2004

Markov Chain Monte Carlo Methods

author: Christian P. Robert, Paris Dauphine University
published: Feb. 25, 2007,   recorded: September 2004,   views: 64844
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Description

0. A fundamental theorem of simulation
1. Markov chain basics
2. Slice sampling
3. Gibbs sampling
4. Metropolis-Hastings algorithms
5. Variable dimension models and reversible jump MCMC
6. Perfect sampling
7. Adaptive MCMC and population Monte Carlo

See Also:

Download slides icon Download slides: mlss04_robert_mcmcm_01.pdf (5.9 MB)

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Reviews and comments:

Comment1 Shashank SIngh, November 30, 2007 at 1:44 p.m.:

i am not able view these lecture as mms protocol is supported by university's proxy..
please make it flash video , or downloadeable at best..
bytheway i really appreciate the good effort you have put into this thing..it is really very helpfull :-)

Comment2 E.K., May 2, 2008 at 5:12 p.m.:

Worst camera-man ever. I'm feeling dizzy...

Comment3 ana, December 2, 2009 at 12:34 p.m.:

I thitnk the teacher is not didactic at all

Comment4 ngom, November 7, 2010 at 12:55 p.m.:

I am not able to view the lecture. I do not know why?

Comment5 andrey, February 6, 2011 at 10:28 p.m.:

Where is the 6th, last, lecture? At the end of lecture 5 he says see you after lunch, and some of the slides in the presentation are still not covered...

Comment6 madsyair, January 8, 2014 at 9:01 p.m.:

Video part 2 can'n be view.

Comment7 Prit, January 15, 2014 at 8:54 a.m.:

The second video in the series???

Comment8 kizomba, March 19, 2017 at 8:20 p.m.:

Where is the section on reversible jump MCMC?

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