Miscellaneous

Cantab Mach Learn Summer School

Yaser Abu-Mustafa ML course

Andrew Ng's ML class

Statistics ML dictionary

Quantitative Economics (Thomas Sargent)

Methods (Manchester)

Whats New in Econometrics? (NBER 2007)

NBER Summer Institute Econometrics Lectures

Probability.ca (MCMC Theory)

Agresti Categorial DA

J. Scott Long

Graphical Models (PhD course)

Asad Zaman

Gary King's Adv Methods class

Multilevel Models

Multilevel Models (Bristol)

R Package LME4

R Package multilevel

Bliese's Multilevel Modeling in R

Latex

Andy Robert's Latex

Natbib

Mathematica

Mathematical Typesetting

Probability in Mathematica

"Ctrl+Space" — move out of a script position "Ctrl+(", "Ctrl+)" — start, end an inline math cell in text, or text in math "Ctrl+& and then _" — overbar

Programming

14.170 Programming for Economists (Stata, Perl, Matlab, C, ArcGIS) (archived CMU laptop)

Gnu Scientific Library (GSL)

Modeling with Data (Ben Klemens)

Numerical Recipes

Zelig (R), Clarify (Stata)

FORTRAN

FORTRAN tutorials

Blogs

Ricky Ho on ML etc.

Prof Larry Wasserman's Blog

Stats Blog (Carlisle Rainey)

Prof Mike Trick's OR blog