Price:    Conferee $450; Student $350; Nonconferee $450
Date:    Monday, September 29, 9:00 am 4:30 pm
Instructor:    Heather Brooke, CAMO Software

This course is ideal for people who are:

  • new to multivariate analysis, those wanting a refresher on methodology
  • process engineers looking at strategies for implementing multivariate statistical process control
  • working with sensory or other survey based data
  • spectroscopists who want to have a better understanding of the fundamentals of multivariate data as applied to other non-spectroscopic situations

Course outline

  • What is Multivariate Analysis
  • Motivation for using Multivariate Analysis
  • Data Collection and Visualization
  • Exploratory Data Analysis
  • Outlier detection using PCA
  • An introduction to Multivariate Regression
  • Interpretation of Multivariate Regression Models
  • Correct Validation Practices
  • Summary and Overview

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