Statistics

Hot | Bayesian | CDA | Data| Econometrics | Emacs | GIS | Latex | Multilevel | Network | R | Stata | Statistics | Statisticians | Workflow

Hot Read

• • 统计之都

  • Journal of Statistical Software, Journal of Statistics Education, The American Statistician, Statistical Science

  • R Bloggers

  • Shige Song

Bayesian Statistics

• • Bayesian Data Analysis (book site), Bayesian Methods for Data Analysis (book site),

  • Doing Bayesian Data Analysis (book site), DBDA Software Blog, DBDA Blog

  • Introduction to Applied Bayesian Statistics and Estimation for Social Sciences (book Site)

  • Journal, Bayesian Analysis

  • BUGS project

  • International Society for Bayesian Analysis

Categorical Data Analysis

• • Alan Agresti CDA, Alan Agresti Ordinal

  • John Fox CDA

  • Kevin Quinn CDA

  • R2 in CDA Analysis

  • UCLA Stat Portal, UCLA Data Analysis Examples

  • Visualizing Categorical Data

Data

• • Analyze survey data for free

  • Data sources

Econometrics

• • Econometrics beat

  • Econphd

  • New in econometrics (Wooldridge and Imben)

Emacs

• • Emacs, Modified Emacs (with ESS and AUCTex)

  • Emacs Speaks Statistics (ESS)

  • Emacs wiki.org, Emacs windows advice, Emacs wiki entry

  • Emacs tutorial by Keith, learning Emacs

  • XEmacs

Geographic Information System and Spatial Regression

• • ArcGIS online intro, ArcGIS regression basics

  • Geoda, Geoda workbook, Geoda eslides

  • Quantum GIS

  • RSpatial, R spatial projects

  • SpatialEpidemiology

  • Stata, GIS, and Spatial Regression: Drukker Italy talk

LaTex

• • beamer quick start, beamer tutorial, beamer user guide,

  • Comprehensive math symbols in LaTex, short math guide for LaTex, LaTex cookbook, Detextify

  • MikTex

  • Sweave homepage, sweave demo

  • TexMaker

  • LaTex Wikibook, PracTex Journal, TexBlog

Multilevel Models

• • Center for Multilevel Modeling, Multilevel Modeling Newsletter

  • Kyle Robert's HLM website

Network Analysis and Graph Theory

• • Online Courses: Coursera SNA; Intro to social network methods

Python

R Blogs, Books, Journals, Q&A's, and Wiki

• • Aniwiki (a web link about the animation package in R by Yihui Xie)

  • Inside R, R Bloggers, R examples UCLA, R you ready, We Think Therefore We R,

  • Journals: American Statisticians, Journal of Statistical Software

  • R Tips

  • Stack Exchange

• Stackoverflow

R Editors

• • Install Emacs, integrate Emacs and R, use emacs as R and LaTex editor

  • Install Tinn-R, configure Tinn-R, and run Tinn-R

  • RStudio

R Graphics

• • Color: using color in in R, color chart

  • Math symbols

  • Gallery: R graphics gallery, R graph gallery

  • Graphics Basics

R Help

• • R-help archive

  • S Poetry

  • StackExchange

  • Twotutorials (video feeds about R basics), R tutorial (Courtney Brown)

  • UCLA tutorial

R Packages

• • CRAN categorization of packages at task views

  • Install Rcmdr and create a shortcut to Rcmdr

  • Knitr as an improvement over sweave

  • R Installation and updates

  • VGAM (Vector Generalized Additive Models)

R Programming

• • R package writing workshop

Stata

• • Stata Corp blog; Stata Daily

  • Tips on Stata graphs

Statistics Blogs, Books, Wiki, Journals, Organization, and Other Miscellaneous

• • Andrew Gelman blog

  • Econometrics beat

  • Harmless Econometrics blog

  • Infosthetics

  • Lazy Economist

  • Monthly Labor Review Precis

  • Simply Statistics

  • Statistics Forum

  • Statsblogs

  • UCLA Stat Portal

  • US Census Blog

  • 统计之都

  • The American Statistician

  • arXiv

  • Econometrica, Quantitative Economics

  • Electronic Journal for History of Probability and Statistics

  • Jounral of Statistical Software

  • Journal of Statistics Education

  • Political Methodologist

  • Project Euclid

  • RePec

  • Statistical Science

  • The American Statistician

  • Institute of Mathematical Statistics

Teaching Statistics

• • CAUSEweb.org

  • Geometric view of correlation coefficient

  • Journal of Statistics Education

  • Univariate Distributions

Econometricians, Mathematicians, Psychometricians, Sociometricians, Statisticians, and RUsers

• • Jeromy Anglim

  • Paul Allison

• Alan Agresti

  • Jonathan Baron

  • Courtney Brown

  • Bradley Carlin

• Stephen Fienberg

• John Fox

• Andrew Gelman

  • Jeff Gill

  • William Greene

  • Anders Hald

  • Kosuki Imai

  • Gary King

• John Kruschke

• Daniel McFadden

• Andrian Raftery

  • German Rodriguez

  • Shige Song

  • Gilbert Strang

  • Terrence Tao

  • Pravin Trivedi

  • Dan Wang

  • Jeff Wooldridge

  • Yihui Xie

  • Thomas Yee

Workflow

• • Emacs starter kit

  • Love story with R, Latex, and knitr

  • Tools for making a paper