SUBJECT: Planning and Statistical Data Analysis
CODE: PEA801
WORKLOAD: 45 class hours
PROFESSOR: Assed Naked Haddad
SUMMARY:
Introduction; Factorial Planning; Central Composite Design; Optimization Methods; Mixture Planning; Partial Component Analysis; Group Analysis; Partial Least Squares (PLS) Analysis. Correlation and Regression. Linear and non-linear (Spearman and Pearson).
BIBLIOGRAPHY:
NIST/SEMATECH e-Handbook of Statistical Methods
George E. P. Box, J. Stuart Hunter, William G. Hunter. Statistics for Experimenters: Design, Innovation and Discovery
Douglas C. Montgomery. Introduction to Statistical Quality Control.
Douglas C. Montgomery. Design and Analysis of Experiments.
SOFTWARE:
Minitab