The University of Tennessee, Knoxville

Haslam College of Business at the University of Tennessee Dreamweaver Templates. Haslam College of Business at the University of Tennessee


Topics Covered

Topic Coverage
Correlation
            Pearson's r
            Spearman's ρ
            Kendall's τ

S
0
0
Simple Linear Regression
          Algebraic Approach
          Matrix Algebra Approach

T
T
Matrix Algebra I
Multiple Regression
          Matrix Approach
          Analysis of Residuals
          R2 and Adjusted R2
          Polynomial Regression
          Weighted Least Squares
          Variable Selection Techniques
                    Stepwise Regression
                    All possible regressions
          Influence Diagnostics
          Multicollinearity
          Dummy (Qualitative) Variables
          Ridge Regression
          Time Series & Autocorrelation

T
T
I
I
I

T
T
T
T
T
0
S
Analysis of Variance (ANOVA)
          One-Way
          Linear Contrasts among Means
          Post Hoc Comparisons Procedures
                    Scheffé
                    Tukey
                    Bonferroni
                    Fisher's LSD
          Two-Way
                    Interactions
                    Type I, II, III, IV Sums of Squares
                    Effect of unbalanced designs
          Multifactor
          Random Effects
          Tests for Equality of Variancesy

T
T

I
I
I
I

T
T
T
I
I
T
Power Analysis
Sample Size Requirements
S
I
General Linear Model (GLM) I
Analysis of Covariance (ANCOVA) I
Logistic Regression I
Nonlinear Regression S
Experimental Designs
            Randomized Block Designs
            Nested Designs
            Split Plot Designs

I
S/I
0
Repeated Measures Designs I
Computer Packages
            SAS
            JMP
            SPSS

T
0
0
Assessing Normality
            Normal Probability
            Tests for Normality

S/I
S/I

James Schmidhammer ~ 223 Stokely Management Center ~ Knoxville, TN ~ 37996 - 0525
Phone: 865-974-1735 ~ Fax: 865-974-2490 ~ Email:jls@utk.edu

 

The University of Tennessee, Knoxville. Big Orange. Big Ideas.

Knoxville, Tennessee 37996 | 865-974-1000
The flagship campus of the University of Tennessee System