Links to  some Instructional Materials

Analysis of Covariance Tutorial (with SPSS)
 
Dummy, Effect and Orthogonal Variable Coding
Sample Data for Factorial ANOVA
 
Effect Size Calculations
 
Introduction to Linear Regression Analysis (an Example) Note: you will want this Excel file.
 
Linear Regression Equations (Showing the partitioning of sums of squares)
 
Estimating the Population Mean and Variance (Showing that the sample mean is unbiased and that the sample variance is biased)
 
Nonparametric Statistics (An introduction by Steven Arnold, Professor of Statistics-Penn State University
 
Nonparametric Statistics vs. Parametric Statistics (Dallal, 2008)
 
Olson paper on Summation Operators ( Includes a Test over Summation Operators)
 
Partitioning Sums of Squares in ANOVA
 
Statistics Q & A
 
Structural Equation Modeling using AMOS (from North Carolina State University)

 

Correcting Chi-square when computed from percentages or proportions  Note: you may want this Excel File
Factorial Repeated Measures Example

Files to download:  SPSS file, SPSS Syntax File, Excel File