User:Timothee Flutre/Notebook/Postdoc/2011/11/16
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** "Mixed effects models for the population approach" by Marc Lavielle and the POPIX team at INRIA (free [http://popix.lixoft.net/index.php?title=Home_page wiki])  ** "Mixed effects models for the population approach" by Marc Lavielle and the POPIX team at INRIA (free [http://popix.lixoft.net/index.php?title=Home_page wiki])  
** "Graphical Models" by Zoubin Ghahramani (2012, free [http://videolectures.net/mlss2012_ghahramani_graphical_models/ video & slides])  ** "Graphical Models" by Zoubin Ghahramani (2012, free [http://videolectures.net/mlss2012_ghahramani_graphical_models/ video & slides])  
  ** [http://swirlstats.com/ swirl], R  +  ** [http://swirlstats.com/ swirl] and [http://mosaicweb.org/ mosaic], R packages to learn stats and R simultaneously and interactively 
* '''advanced courses''':  * '''advanced courses''':  
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** "Bayesian Data Analysis" by Andrew Gelman & co (2013, free [http://www.stat.columbia.edu/~gelman/book/slides slides], [http://www.amazon.com/dp/1439840954 3rd edition] of the book)  ** "Bayesian Data Analysis" by Andrew Gelman & co (2013, free [http://www.stat.columbia.edu/~gelman/book/slides slides], [http://www.amazon.com/dp/1439840954 3rd edition] of the book)  
** "Statistical Decision Theory and Bayesian Analysis" by James Berger (1993, [https://www.springer.com/statistics/statistical+theory+and+methods/book/9780387960982 2nd edition] of the book)  ** "Statistical Decision Theory and Bayesian Analysis" by James Berger (1993, [https://www.springer.com/statistics/statistical+theory+and+methods/book/9780387960982 2nd edition] of the book)  
+  ** "Intermediate Statistics" by Larry Wasserman (free [http://www.stat.cmu.edu/~larry/=stat705/ lecture notes])  
+  ** "Stat Fact Sheets" by Eric Anderson (free [https://github.com/eriqande/statfactsheets tex files])  
+  ** "MCMC for Stat Gen" by Eric Anderson and Matthew Stephens (free [https://github.com/eriqande/sisg_mcmc_course lecture notes])  
* '''mathematical aspects''':  * '''mathematical aspects''': 
Revision as of 05:00, 10 August 2014
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About statistical modeling
