EPSY 8269
Matrix Algebra for Statistical Modeling
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Matrix HomeMatrix ReadingsMatrix Class Notes

 
2014

Class Notes

Assigned the Monday listed

Assignments

Due in One Week

Quizes

Due Wednesday

       
Jan 21
Intro & Review Handout
Vectors [KEY]

Vector 1

Quiz V1
Jan 27
Vector Geometry [KEY]
Vector Variance, Covariance, & Correlation
Using SPSS Matrix Language

Vector 2
Vector 3

Feb 3

Intro to Matrices [KEY]
Matrix Statistics
Matrix Commands (SPSS)


Vector 4
Matrix
1

Quiz V2 & Quiz V3
Feb 10
Linear Equations & Regression [KEY]

Matrix 2.

Quiz M1
Feb 17
Linear Dependence, Rank & Solving Linear Equations
Matrix 3
Feb 24

Solving System of Equations
ANOVA Table

Corrected anova table
Solving SS in Regression

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

March 3
Multivariate Regression
Matrix Rules
Definitions

Matrix 4
Regression Lab 2

 
March 10
Normalizing
Eigenvalues & Eigenvectors
Determinant & Eigenstructure
Positive Definite

MV Regression Lab
Data Set for MV Lab

Excel Version
Quiz MV1
March 17
Spring Break
   
March 24

Multivariate Techniques
Design Models
Transformations

Eigen Analysis Lab

Use data from MV Lab

Quiz MV2
March 31

Final Assignment

 
April 7
Submit final work
   

 

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