User:Timothee Flutre/Notebook/Postdoc/2011/11/16: Difference between revisions
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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://mosaic-web.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/978-0-387-96098-2 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/978-0-387-96098-2 2nd edition] of the book) | ||
** "Intermediate Statistics" by Larry Wasserman (free [http://www.stat.cmu.edu/~larry/=stat705/ lecture notes]) | |||
* '''mathematical aspects''': | * '''mathematical aspects''': |
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About statistical modeling
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