Applied Statistics

Lab Information

• Lab 1
• clouds data

• Lab 2
• Rough outline of procedure for power simulation

• Lab 3
• Crash Data Variable descriptions
• crash data

• Lab 4

• Lab 5

Class Meetings

Logistic Regression (11 Nov 2010)

• Modeling theory and GLMs
• Example from Handbook of Statistical Analyses Using R (uses package HSAUR, available from CRAN)
• R demo

Model Selection (4 Nov 2010)

• Model selection
• stepAIC MASS example

ANOVA (28 Oct 2010)

• ANOVA theory and examples
• R demo
• chicks data

Hypothesis testing and simulation (14 Oct 2010)

• Hypothesis testing review
• Simulation protocol (general)
• Power and Sample Size Guidelines

Reproducible Research (30 Sept 2010)

• Literate programming and reproducible research
• Sweave intro
• Sweave homepage
• Reproducible Research website


• (Using Sweave with LyX - see also under 'Other' Software on CRAN)

Reference Information

General

• Report Guidelines

LaTeX

• Example Report
• BibTex Example
• CTAN
• LaTex Project page
• Not So Short LaTex Intro
• A Beginner's Introduction to Typesetting with LaTeX
• Graetzer: Math into LaTeX
• Graetzer: More Math into LaTeX

R

• CRAN
• Introduction to R
• A Little More R, QQ plots
• TP - Introduction to R
• Everitt and Hothorn: A Handbook of Statistical Analyses Using R
• Dalgaard: Introductory Statistics Using R
• Spector: Data Manipulation with R