University of California, Berkeley

Professor: Greg Duncan [e-mail]

My contact information: Charlie Gibbons [homepage | e-mail]

Lecture: Mondays and Wednesdays, 4--5:30

Location: Tolman 2301My section times: Tuesdays 4--5:30

Location: Dwinelle 255

Section syllabusMy office hours: Tuesdays 8:30--9:30 and by appointment

Location: Evans Evans 508-7Please see the bSpace course page for additional information.

Feb. 3rd: "Two Conceptions" notes updated.

Jan 31st: Section time and office hour times updated.

Jan. 24th: New resources added.

Jan. 19th: Please install R on your laptop if you have one and bring it to section this week.

Introduction to R [pdf | code | data]

Functions and Simulations in R with Parallelization [pdf | code]

Two Conceptions of the Linear Model [slides | notes]

Analyzing Subsets of Data in R [pdf | code | data]

Asymptotics [slides | notes]

A Statistics Pot Luck [slides | notes | code | data]

Variance of OLS Estimators and Hypothesis Testing [slides | notes]

Confidence Intervals and Bootstrapping [slides | notes]

Identification in Fixed Effects and Difference-in-Difference Models [slides | notes]

Non-Linear Models: A Logit Example [slides | notes]

Rubin Causal Model and Instrumental Variables [slides | notes]

Mostly Harmless Econometrics by Joshua Angrist and Jorn-Steffen Pischke

Cross Validated Q&A board

Notes on R: A Programming Environment for Data Analysis and Graphics

R quick reference card

Econometrics in R

Google's R Style Guide

Data Manipulation with R by Phil Spector (pdf copy on bspace)

R in a Nutshell by Joseph Adler

R Inferno (see, especially, The Eighth Circle)

Stack Overflow's R Q&A board

Snow Simplified

plyr: Divide and Conquer

Reshaping Data with the reshape Package

ggplot2 Reference Manual

Matlab/R Reference

Quick Stata Guide

Getting Started with Stata

Regression with Stata (Stata Web Books)

Short Guides to Econometrics (with Stata commands)

Stata Class Notes

Stata Starter Kit: FAQs and Learning Modules

The Stata Project-Oriented Guide

An Introduction to LaTeX

Short Math Guide to LaTeX TeX Stack Exchange Q&A board

Seave User Manual

Sweave Slides

Combining R and LaTeX

Doe Data Lab

Haas Computing Service (Haas students only; via remote access to rts64.haas.berkeley.edu)

My teaching materials are licensed under a
Creative Commons Attribution-Noncommercial 3.0 United States License.