User:Timothee Flutre/Notebook/Postdoc/2011/11/16: Difference between revisions
From OpenWetWare
(→Entry title: change page into "about statistical modeling") |
(→About statistical modeling: add main sections and start filling them) |
||
| Line 8: | Line 8: | ||
==About statistical modeling== | ==About statistical modeling== | ||
* visualizing, plotting: | * '''great courses''': | ||
** "Advanced Data Analysis from an Elementary Point of View" by Cosma Shalizi (free online [http://www.stat.cmu.edu/~cshalizi/ADAfaEPoV/ book]) | |||
** "A First Course in Bayesian Statistical Methods" by Peter Hoff ([http://www.amazon.com/gp/product/0387922997 book]) | |||
** "Bayesian Data Analysis" by Andrew Gelman (free online [http://www.stat.columbia.edu/~gelman/book/slides slides]) | |||
* '''mathematical aspects''': | |||
** "Intro to Linear Algebra" by Gilbert Strang | |||
** "Multivariate Calculus" by Magnus and Neudecker | |||
* '''practical, computational aspects''': | |||
** "Exploratory Data Analysis with R" by Jennifer Bryan (free online [http://www.stat.ubc.ca/~jenny/STAT545A/2012-lectures/ course]) | |||
** editor: Emacs | |||
** interpreted languages: R, Python and others (Julia?) | |||
** C/C++: GSL, Armadillo, Eigen, Rcpp | |||
* '''visualizing, plotting''': | |||
** "Visualizing uncertainty about the future" by Spiegelhalter, et al. (Science 2011, [http://dx.doi.org/10.1126/science.1191181 DOI]) | ** "Visualizing uncertainty about the future" by Spiegelhalter, et al. (Science 2011, [http://dx.doi.org/10.1126/science.1191181 DOI]) | ||
** "Let's practice what we preach: turning tables into graphs": Gelman et al (The American Statistician 2002, [http://dx.doi.org/10.1198/000313002317572790 DOI]) | ** "Let's practice what we preach: turning tables into graphs": Gelman et al (The American Statistician 2002, [http://dx.doi.org/10.1198/000313002317572790 DOI]) | ||
* '''philosophy, history''': | |||
** Christian Hennig | |||
** Andrew Gelman and Cosma Shalizi | |||
** Christian Robert | |||
<!-- ##### DO NOT edit below this line unless you know what you are doing. ##### --> | <!-- ##### DO NOT edit below this line unless you know what you are doing. ##### --> | ||
Revision as of 21:05, 27 November 2013
 Project name
|
<html><img src="/images/9/94/Report.png" border="0" /></html> Main project page <html><img src="/images/c/c3/Resultset_previous.png" border="0" /></html>Previous entry<html> </html>Next entry<html><img src="/images/5/5c/Resultset_next.png" border="0" /></html> |
About statistical modeling
| |
