Psychology 524:  Applied Multivariate Statistics

Andrew Ainsworth

Information: 

Email address:

Phone: 677-3898

 

Download a copy of the syllabus here

 

Download arc here

 

Lab Assignments

All Lab Assignments (zip file)

 

Answers to Lab Assignments (you are still responsible for annotating the labs in YOUR OWN WORDS)

Lab 1

Lab 2
Lab 3

Lab 4

 

Data sets

All Data Sets (zip file) , DISCRIM.sav, LOGREGC.sav

 

Powerpoint Lectures

 

Matrix Review (.pptx)(.pdf)      
       

L1 review (.ppt)(.pdf)

L2 review (.ppt)(.pdf)

L3 Data Screening (.ppt)(.pdf)

L4 Data Screening (.ppt)(.pdf)   

 

 

 

 

*L5 MR (.ppt)(.pdf)

*L6 MR (.ppt)(.pdf)

L7 Canonical Correlation (.ppt)(.pdf)

L8 CC (.ppt)(.pdf)

 

 

 

 

L9 ANCOVA (.ppt) (.pdf)

L10 MANOVA (.ppt)(.pdf)

L11 MANOVA (.ppt)(.pdf)

L12 MANOVA (.ppt)(.pdf)

 

 

 

 

*L13 Profile (.ppt)(.pdf)

*L14 Profile (.ppt)(.pdf)

L15 Doubly (.ppt)(.pdf)

L16 Discriminant Function (.ppt)(.pdf)

 

 

 

 

L17 DFA (.ppt)(.pdf)

L18 Logistic (.ppt)(.pdf)

L19 Logistic (.ppt)(.pdf)

L20 Factor Analysis(.ppt)(.pdf)

 

 

 

 

L21 FA (.ppt)(.pdf)

L22 FA (.ppt)(.pdf)

L23 SEM (.ppt)(.pdf)

L24 SEM (.ppt)(.pdf)

 

 

 

 

L25 SEM (.ppt)(.pdf)

 

"Ghost Chasing"(.ppt)(.pdf)

 

*updated 2/16/12      

 

Previous Exams

Exam #1 from spring 2004

Exam #2 from spring 2004  Output for Exam 2

Final from spring 2004

 

Syntax

Canonical Correlation (you need to have ats_data.sav open)

            Canonical Correlation Macro (download to your c:/temp folder)

            Run CanCorr (syntax you need to run the macro)

            Canonical Correlation through MANOVA (still using the ats_data set)

 

MANOVA syntax (you need to have MANOVA.sav open)

            MANOVA and GLM syntax

 

Profile analysis (you need to have MANOVA.sav open)

            bg simple effects      bg simple comparisons       ws simple effects

            ws simple comparisons      interaction contrasts

 

Factor Analysis Steps through Syntax

            factor_extraction

 

Documents

 

Data Screening Check List

 

How to make a .lsp file

 

Dr. Kim’s Psy 420 reader

 

Textbook Errors (.pdf)

 

Results (MR) (CC) (MANOVA)

 

Links

Academic Technology Services at UCLA

How to decide on what test to run with links to how to do it in SPSS (and SAS and STATA)

Canonical Correlation (using SAS) of the same data in the example above

Regression Webbook

          Random

 

Link to text book (T and F)

 

Arc – program for data screening and regression

 

square website

 

Homestarrunner

 

Stat Tables

 

Online Linear Algebra Course (really)

                       

Bunch of Multivariate Links

 

Various Stuff

 

            Canonical Correlation

 

Canonical Analysis

 

            Manova

 

Manova Steps

 

Manova/Mancova

 

More MANOVA

 

            Profile Analysis

 

Profile analysis .pdf

 

Doubly Manova

 

            Discriminant Function Analysis

 

                        Disrim Analysis

 

                        DFA

 

                        Discrim PDF

 

                        More Discrim

 

                        Even More

           

            Logistic Regression

 

                        Intro to logistic regression

 

                        Logistic Regression Calculations

 

                        More logistic regression

 

                        Even More

 

                        Categorical data and Logistic Regression

 

                        Logistic Regression and Discriminant function

 

                        Logistic regression and various other topics (good reference page)

             

            Factor Analysis