Multivariate Statistical Methods for Big Data Analysis and Process Improvement

Topics

• Around multivariate latent variable models
• Assume low dimensional latent variable structures
• Multivariate statistical methods
• Principal Component Analysis (PCA
• Partial Least Squares PLS
• Efficient extraction
• Large databases typically collected
• On-line process computers
• Process problems
• For on-line process monitoring
• For process improvement