Psyc942

Quiz #1 Lecture Files

 

 

Lecture Topic

Audio Files

 

Re-introduction
to Correlation

Scatterplots

Nonlinearities & r

NHST, Info & Interpretations

Statistical Conclusion Errors

RH: & Outcomes

Putting It All Together

3 RH:s 

Cautions when comparing rs

Correlation Example

Re-introduction to Comparing Correlations

3 RH:s 

Cautions when comparing rs

Correlation Example

 

Bivariate Regression

r vs.  Prediction

                                                r & Prediction                           

Regression Formulas

Prediction as Transformation

Equal Predictive vs. Equivalent Predictors

Conducting a Regression Study

Regression & Prediction Example

 

Multiple Regression & Prediction

Advantages & Preliminaries

Multiple Regression Formulas

Kinds of Information

Inspecting & Describing

Misspecification

Proxy Variables

Searching for “The Model”

 

Some Details about Multiple Regression

Review & Influences

Venn Diagrams

Bivariate vs. Multivariate

Suppressors

Collinearity

Range Restriction

Regressions to Remember

                                                 Missing Data            

Suppressor, Regressions to Remember

& Missing Data Examples

 

Comparing Nested &
Non-nested Models

 

4 RH:s

Full & Reduced Models

Comparing Nested Models

Changing Single vs. Multiple Predictors

Order of Adding/Deleting Predictors

Comparing Non-nested Models

Important Details

Model Comparison Examples

Comparing Models Across Populations & Criteria

Comparing MR Across Populations

Comparing MR Across Criterion Variables

Population Comparison

Criterion Comparison

Statistical Control

 

Experimental “vs.   Statistical Control

4 control questions

Ways of Understanding Statistical Control

Formulas & Relationships of Statistical Control

Controlling a Design Problem

Customized Residualization & Control

Problems & Advantages of Statistical Control3

Automated Regression Modeling

Introductory Tirade

Descriptive vs. Predictive Modeling

Forward Modeling

Backward Modeling

Forward Stepwise Modeling

All Subsets Regression

Problems & Difficulties

Automated Regression

Path Models & Mediation Analyses

 

Intro

Path Coefficients & Goals Measured & Manifested

Non-recursive Model

How to Improve a Path analysis

Mediation Analyses

Model Identification & Testing

Path Analysis