STA 6166 Distance Lectures (Trindade)

UNIT 1: Introduction, Graphics, Probability and Distributions.

Section

Topic

Lecture

Corresponding Book Chapters/Sections
Target Completion Date
1

Introduction and Course Overview

General Course Approach (ppt)

Chapters 1-2
Jan 10
2
Graphics, Tables and Basic Statistics

Graphics, Tables and Basic Statistics.(ppt)

Chapter 3

Jan 14
3
Probability and Distributions

Probability(ppt)

Distributions of Random Variables(ppt)

Sampling Distribution(ppt)

Chapter 4

Jan 17

Jan 21

Jan 24

Assignment 1

Unit 2: Basics of Statistical Inference

Section
Topic
Lecture
Corresponding Book Chapters/Sections
Target Completion Date
1
Inferences About the Central Values of a Population

One Sample Mean Inference(ppt)

Statistical Test for the Population Mean(ppt)

One Sample t-test for Means(ppt)

Chapter 5

Jan 31

Jan 31

Feb 4

2
Inferences Comparing Two Population Central Values

Two Independent Populations (ppt)

Wilcoxon Rank Sum Test (ppt)

Testing Means with Paired Data (ppt)

Chapter 6

Feb 7

Feb 7

Feb 11

3
Inferences about Population Variances

Inferences about Variances (ppt)

Chapter 7
Feb 11

Assignment 2

UNIT 3: More than two Population Means, Multiple Comparisons and Categorical Data

Section
Topic
Lecture
Corresponding Book Chapters/Sections
Target Completion Date
1
More than two Population Means

The ANOVA for Testing Multiple Population Means (ppt)

The Completely Randomized Design (ppt)

AOV Assumptions and Data Transformations (ppt)

The Kruskal-Wallis Test (ppt)

Sections 8.1-8.5

Feb 14

Feb 18

Feb 21

Feb 25

2
Multiple Comparisons

Linear Contrasts and Multiple Comparisons (ppt)

Section 8.6

Mar 4

3
Categorical Data

Tests of Proportions (ppt)

Chi Square Test for Multiple Proportions (ppt)

Chapter 10

Mar 7

Mar 11

Assignment 3 (after Sections 1 & 2); Assignment 4 (after Section 1 of Unit 4)

UNIT 4: Linear Regression

Section

Topic

Lecture

Corresponding Book Chapters/Sections

Target Completion Date

1

Linear Regression and Correlation

Regression Basics (ppt)

Prediction and Lack of Fit in Regression (ppt)

Transformations in Regression (ppt)

Pure Error and Data Transformations (ppt)

Chapter 11

Mar 14

Mar 18

Mar 21

Mar 25

2

Multiple Regression and the General Linear Model

Multiple Regression (ppt)

Chapter 12
Apr 1

3

Model Selection in Multiple Regression

Testing in Multiple Regression (ppt)

Chapter 12
Apr 8

Extra

Worked Example (ppt)

Assignment 5

UNIT 5: Design of Experiments

Sections
Topic
Lecture
Corresponding Book Chapters/Sections
Target Completion Date
1
Design Concepts for Experiments and Studies

Experimental Design and the Randomized Complete Block Design (ppt)

Chapter 9
Apr 15
2
Analysis of Variance for Standard Designs

Latin Square Design (ppt)

Factorial Experiments (ppt)

Section 9.3
Section 9.4-9.6
Apr 18
Apr 22
3
Analysis of Covariance

Analysis of Covariance (ppt)

N/A
Apr 29