SYLLABUS for BST 611 (Intermediate Statistical Analysis 1)
SYLLABUS for BST 612 (Intermediate Statistical Analysis 2)

SYLLABUS for BST623 (General Linear Models)
SYLLABUS for BST 660 (Applied Multivariate Analysis)

Website for BST 611

Website for BST 612

Website for BST 621

Website for BST 622

Website for BST 623

GENERAL HANDOUTS

General Formula Sheet and Statistics Tables

Tables for the Normal, Chi-Square, t, and F distributions
with a table of Random Digits
 

HANDOUTS FOR BASIC STATISTICS

Types of Procedures based on Variable Type
Computation of Descriptive Statistics - Symbolic Notation
Relationship between two continuous variables (Bivariate Correlation & Simple Regression
Influence of Outliers on Descriptive Statistics (Mean, Variance, and Correlation)
Two Nominal variables (Contingency Table Analysis, Chi-square tests)
One Continuous and One Nominal variable (Oneway ANOVA F tests)

Central Limit Theorem

HANDOUTS FOR MORE ADVANCED STATISTICAL TOPICS

Multiple Regression

General Regression Formulae

Computing a Correlation and Regression via Matrix Algebra

One-Way ANOVA (Between-Subjects Factor) as a General Linear Model

ANOVA Coding Schemes

Rank-Based One-Way ANOVA

Two-Way ANOVA (both Between-Subjects Factors)

Two-Way ANOVA (both Between-Subjects Factors) as a General Linear Model

Two-Way ANOVA (both Between-Subjects Factors)

Two-Way ANOVA (both Between-Subjects Factors) as a General Linear Model

One-Way and Two-Way ANOVA and WLS

Welch Correction for Heterogeneity of Variance in ANOVA

Tamhane T2 Multiple Comparisons for Unequal Variances

Analysis of Covariance (ANCOVA)

Multivariate Analysis of Variance (MANOVA)

Linear Probability (OLS) Models, Logistic Regression, 
and Descriptive Discriminant Analysis for the 
Two-Sample Multivariate Case

Click here to download an Excel file that displays a 
Bivariate Normal Distribution with changeable 
Correlation and Mean Separation

One-Way Repeated Measures ANOVA (Within-Subjects Factor)
as a General Linear Model and Internal Consistency Model

The Repeated Measures Sphericity Assumption

Split-Plot ANOVA (one Between-Subjects Factor and one Repeated Measures Factor)
General Linear Model and Multivariate Approach

Click here to download an Excel file that 
displays a Specified Regression Plane

Click here to see an Excel file that 
displays a Response Surface Regression Plane

Click here to see the Cross-Product Response Surface Regression Plane Handout

General Linear Hypothesis Testing

Standardized Regression Solution

Transformations for Weighted Least Squares (WLS)

Quick Guide for Using SAS/IML

Factor Analysis
    Fundamentals of Principal Components
    One Factor Solution
    Two Factor Orthogonal Solution
    Two Factor Oblique Solution and Principal Axis Factoring
    Three Factor Oblique Solution

Handout for Path Analysis example
 

Table for Converting Effect Sizes to d or r

Return to Mark Beasley's Home Page