Advanced Statistics and R

INTRODUCTION

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A new seminar series "Advanced Statistics and R" has begun.

It meets in the PHSC lab Floor 2 (North side of building) every Tuesday at 10.30 am.

This Tuesday we will complete chapter 10 of The R Book ( Michael J. Crawley)  on "Regression" -- if you would like to read ahead then download the chapter and help yourself. We will attempt to cover most of the rest of the chapter this coming Tuesday.

Make sure you download the data files.  You can follow along with me. We will take some time to make sure we are all at the same spot to start with.

It will start at 10.30 am -- there are about 40 computers there that come loaded with software.

We will teach Stats and applications of Stats to various Genres.


 

LESSON 1

Get The R Book from the OU Library

SPSS modeling solutions -- particular to SPSS

Data and other files

seminar 2 10-26-2015-slides

SPRUCE

ASWELLS

PPFPO

lab6-answers

seminar 2 - chapter 10 - 10-27-2015

lab4


LESSON 2

seminar 2 - chapter 10 - 11-2-2015 - R code mainly from the BOOK

seminar 2 11-3-2015-slides


LESSON 3

Multiple regression will be our subject today.

seminar 2 - chapter 10 - 11-10-2015-Rcode

PPFPO - - data csv format

seminar 2 11-10-2015-slides


LESSON 4

Part 4 Video

seminar 2 11-17-2015-slides

seminar 2 - chapter 10 - 11-17-2015-interaction-R code

seminar 2 - chapter 10 - 11-12-2015-more R code


LESSON 5

seminar 2 11-24-2015-SLIDES

seminar 2 - chapter 10 - 11-24-2015-MLR-R Code


 

LESSON 6

seminar 2 - chapter 10 - 12-01-2015-MLR- R CODE

seminar 2 12-1-2015-slides

12-1-2015-MLR-categorical --- these slides were made by Mike Forster Un. of Auckland.


 

LESSON 7

interaction -Rcode

seminar 2 12-8-2015-SLIDES

 


 

SPRING 2016

Jan 19

seminar advanced 1-19-2016- ppt slides

GLM-exponential-family-results1-pdf

Jan 26

glm-examples-faraway-R Code

seminar advanced 1-26-2016-pdf slides

glm-examples-faraway-2- updated code

2-2-2016

Introducing OpenBUGS

bin-script

beta-bin

seminar advanced 2-2-2016-slides


2-9-2016

spruce-bugs code

spruce-data

glm-spruce-Rcode


2-16-2016

lab6-bernoulli

bernoulli-inits

bernoulli-data

bern-brugs-R code


 

3-1-2016

This is modified code taken from "Bayesian Modeling Using WinBUGS" see website for data and code

Bayesian Modeling Using WinBUGS

poisson-model

poisson-inits

poisson-data

poiss-Rcode


3-8-2016

http://stat-athens.aueb.gr/~jbn/winbugs_book/files/chap07/ex3/chap07_ex3_wais.odc


3-22-2016

seminar advanced -3-22-2016-pdf-slides


3-29-2016

Some code taken from http://stat-athens.aueb.gr/~jbn/winbugs_book/

senility-rcode


4-5-2016

senility-code-JAGS-Rcode


4-12-2016

slr-transform-Rcode


4-19-2016

Probably cant make this seminar please run the script -- ANCOVA.txt

Change the data so that you get two separate lines (two different slopes and intercepts)

Run the model see if you can make plots of the Bayesian lines using the summary output

ANCOVA-Rcode

ancova-data-for OpenBUGS

ancova-model-for-OpenBUGS


 

4-26-2016

ANCOVA-seminar-4-26-2016-Rcode


5-3-2016

weighted-Rcode

 

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