Introduction to Stastistical Data Analysis

Brief Intro to Emacs, R, and LaTeX

see computing

Exploratory Data Analysis

HH 4

Appendix B

hh code

First.R

EDA Part 1

(R-code)

Install HH files: link for compressed files

Exploratory Data Analysis

HH 4

EDA Part 2

(R-code)

HW2 * due 9/20

Introductory Inference

HH 5

Inference & Testing

HH 5

Likelihood & Bayes for proportions

notes

Bayes Inference in Normal Populations

notes

Normal-Bayes, R-code

Normal (continued)

HH 15

HPD code

Conjugate Updating

class notes

Bayes Factors - proportions

class notes

Distribution Handout

Bayes Factor I

Bayes Factors - Normal Model

class notes

Bayes Factor II

R code

Oneway ANOVA

Fixed Effects

HH 6

HH 16

oneway, R-code

Comparisons of Means

HH 7

multiple comparisons, R-code

Comparisons of Means (continued)

Random Effects

Classical random effects

R-code

Random Effect Models (Bayes)

Bayes random effects

hsb.dat, R-code

Linear Regression

HH 8

Multiple Regression

HH 9

Multiple Regression

HH 9

Model Selection

variable selection, bma.R,

BMA

BMA notes

ANACOVA

HH 10

Two Way ANOVA and Models of Interaction

HH 12

TwoWay

meadowfoam.R, nested.R

Diagnostics and Model Checking

HH 11

assumptions, diagnostics.R

Logistic Regression

HH 17

logistic, logit.R

seeds, seed output

Extending R: Calling C/Fortran

Writing R Extensions

Reading Period