Training Module: Advanced Statistical Modeling Using Statgraphics

Advanced Regression

• Fitting Calibration Models
• Generating All Possible Regressions
• Comparing Regression Lines
• Using the General Linear Models Procedure
• Ridge Regression
• Regression Models for Counts and Proportions

Multivariate Methods

• Principal Components and Factor Analysis
• Cluster Analysis
• Discriminant Analysis
• Bayesian Neural Network Models

Parametric Time Series Analysis

• Selecting the Proper ARIMA Model
• Forecasting and Control with ARIMA Models