Training Module:Model

Advanced Statistical Modeling

This advanced statistics course covers the use of STATGRAPHICS in fitting statistical models not covered in the other advanced statistical modeling modules.

Advanced Statistics Course Module length: 1 day

Outline For Statistical Modeling Course:

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