EPSY 8269
Matrix Algebra for Statistical Modeling
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2009
Assignments
Class Notes
   
 

Vector 1

Intro & Review
Vectors
 
Vector 2
Vector 3
Vector Geometry
Vector Variance, Covariance, & Correlation
Using SPSS Matrix Language
 

Vector 4
Matrix 1

Intro to Matrices
Matrix Statistics
 
Matrix 2.
Linear Equations & Regression
 
Matrix 3
Linear Dependence, Rank & Solving Linear Equations
March 9



Regression Lab 1

Data set for Lab 1
Variable List for Lab 1
TIMSS Data EXCEL Version

Solving System of Equations
ANOVA Table
Solving SS in Regression
March 16   No Class
March 23
Matrix 4
Regression Lab 2
Multivariate Regression
Matrix Rules
Definitions
March 30

MV Regression Lab
Data Set for MV Lab

Normalizing
Eigenvalues & Eigenvectors
Positive Definite

Multivariate Techniques
April 6

Eigen Value Lab

Use data from MV Lab

Principal Components
Design Models
Transformations
April 20

Final Assignment

 
 
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