MODEL
OUTPUT STATISTICAL METHODS THAT
CAN BE USED TO DEVELOP
PROBABILITIES
•LINEAR REGRESSION (MDL
MOS)
•LOGISTIC REGRESSION (NON LINEAR) USES SAME TYPE OF FUNCTIONAL
RELATIONSHIPS AS NEURAL NETWORKS BUT HAS NO HIDDEN LAYERS
•DISCRIMINANT ANALYSIS
•NEURAL NETWORKS (NON LINEAR)
•CLASSIFIER SYSTEM (IF THEN STATEMENTS, SURVIVAL OF THE FITTEST)
From Applequist et al., 2001, Wea. Forecasting, 17, 783-799