The material in the text up through chapter 3 is essentially review material. Students should be familiar with the concepts in these sections. These concepts will not be taught in this class. Time will be spent to review and present the statistical notations that will be used in class and how to perform some of these analyses with Excel, JMP, SPSS and/or SAS.

Introductory Stat Material (Excel document)
Geyser Data from 8-27-2014 (Excel document)
Eruption Data Notes on Probabilities (Excel document)
Excel2010 statistical functions.xls (Excel document)

Simulation Demonstration: Excel Demo for Confidence Intervals (Excel document)
Simulation Demonstration: Excel Demo for Hypothesis Testing (Excel document)

Regression Introduction [Chapters 5, 6, 7 & 8] (Excel document)
Selected data from Chapter 5 (Excel document)
Data for Regression Examples (Excel document)

Regression: Dummy Variables, Interaction & Extra Sum of Squares [Chapters 12, 11 & 9 ] (Excel document)
SENIC Data (pg. 1348 of Applied Linear Stat. Models by Kutner, Nachtsheim, Neter & Li 5th edition (Excel document)
SENIC Data (pg. 1348 of Applied Linear Stat. Models by Kutner, Nachtsheim, Neter & Li 5th edition (SPSS Data File)
SENIC Data with dummy variables added & some interactions (SPSS Data File)
Dummy variables added for Med. School, Region and extreme cases for Avg. Length of Stay

Correlation & Confounding in Regression [Chapters 10 & 11] (Excel document)
Regression Modeling, [Chapters 14 through 16] (Excel document)
Second Order Models & Interaction (Excel document)

Comprehensive Regression Example from section 10.9 of Canavos & Miller 1999 (Excel document)

Regression with Big Data [Chapter by Stine & Foster] (pdf file)

Logistic Regression [Chapter 22] (Excel document)
Logistic Regression Results for Failed Companies Data (Excel document)