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STUDY UNIT 3 (Combining Predictors (Compensatory Prediction Models…
STUDY UNIT 3
Predicting Future Performance
Validation as Hypothesis Testing
Bivariate Regression
Linear Functions
Measures of Correlation
Basic Concepts in Correlation
Product Moment Coefficient of Correlation
Statistical Significance
Type 1, 2 Errors, and Statistical Power
Combining Predictors
Compensatory Prediction Models
Regression Equations
Multiple Correlation
Suppressor Variables
Moderator Variables
Other Additive Composites
Non-compensatory Models Based on Cutoffs
Norm-Referenced Cutoffs
Domain-Referenced Cutoffs
Cutoffs Based on Local Information
Multiple Cutoff Methods
Replication and Cross Validation
Validity Generalisation