Design of Experiments in Chemical Engineering: A Practical Guide

Preface
I INTRODUCTION TO STATISTICS FOR ENGINEERS
Basic Distributions of Discrete and Continual Random Variables
Statistical Inference
Statistical Estimation
Tests and Estimates on Statistical Variance
Analysis of Variance
Regression Analysis
Correlation Analysis
References
II DESIGN AND ANALYSIS OF EXPERIMENTS
Introduction to Design of Experiments-Doe
Preliminary Examination of Subject of Research
Basic Experiment-Mathematical Modeling
Statistical Analysis of Experimental Results
Experimental Optimization of Research Subject
Canonical Analysis of the Response Surface
Examples of Complex Optimizations
References
III MIXTURE DESIGN
Screening Designs
Simplex Lattice Design
Scheffe Simplex Lattice Design
Simplex Centroid Design
Extreme Vertices Design
D-Optimal Design
Draper-Lawrence Design
Full Factorial Mixture Design
Crossed Design-Full Factorial Combined with Mixture Design
Examples of Complex Optimization Mixture Problems
References
IV APPENDIX
Answers to Selected Problems
Tables of Statistical Functions