Statistics 6601: Handouts

Basic Introduction to S-Plus

• Introduction to S-Plus

Random Number Generation 

• Handout1 *.pdf
• Handout2 *.pdf
• Handout3 *.pdf

Applications 1-3

• part.ssc
• app3.ssc

pdf/cdf histogram/ecdf

• pdfcdf.ssc

CI Coverage Probability simulation

• ci.ssc

Size of a hypothesis test simulation

• size.ssc

Bias

• bias.ssc

Applications 9

• app9.ssc trimmed mean, time on target data

Three examples

• ceo.ssc (Note: When you create your data file ceo.txt be sure to change the missing value * to the S-Plus missing value NA.)
• poll.ssc
• rr.ssc

Bootstrap Confidence Intervals for the correlation between 2 quantitative variables simulated from a bivariate normal distribution.  emp, bt, and bca.

• fishers00.ssc

Midterm

• bci.ssc (coverage probability of the bootstrap CI when sampling from a normal population.)
• bciexp.ssc (coverage probability of the bootstrap CI when sampling from an exponential population.

Application 22

• thames.ssc

Bootstrap Regression Example

• regression.ssc

StatXact Manual

• SX5Manual.pdf

Introduction to Bayesian Analysis papers

• Bayesian.pdf
• Gibbs.pdf
• Hierarchical.pdf
• Introduction to Bayesian Estimation, Suess and Trumbo

Hal Stern's intro talks

• asa.basics.pdf
• asa.intro.pdf

WinBugs

• intro.pdf

Simple Bayesian Examples

• NormalNormal.odc NormalNormaldoodle.odc Estimate the mean of a Normal distribution with known variance.
• BetaBinomial.ssc BetaBinomial.odc BetaBinomialdoodle.odc   Estimate the population proportion from a Binomial sample.
• GammaPoisson.odc  GammaPoissondoodle.odc  Estimate the rate of a Poison Distribution.

Bayesian Gibbs Sampling Example S-Plus

• regression.ssc

Bayesian Gibbs Sampling Example WinBUGS

• RegressionBugs.odc
• RegressionDoodle.odc

Talks

• DiseaseFreedom.pdf
• DiseaseFreedomISVEE.ppt
• SeismicDeconvolution.pdf