Statistics for Chemical and Process Engineers A Modern Approach /

• Main Author: Shardt, Yuri A.W (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2015.
• Edition: 1st ed. 2015.
• Subjects: Chemistry.; Chemical engineering.; Statistics.; Control engineering.; Industrial engineering.; Production engineering.; Industrial Chemistry/Chemical Engineering.; Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences.; Control.; Industrial and Production Engineering.

This book shows the reader how to develop and test models, design experiments and analyse data in ways easily applicable through readily available software tools like MS Excel® and MATLAB®. Generalized methods that can be applied irrespective of the tool at hand are a key feature of the text. The re...

Table of Contents:

• Introduction to Statistics and Data Visualisation
• Theoretical Foundation for Statistical Analysis
• Regression
• Design of Experiments
• System Identification
• Data Mining
• Appendices: A Brief Review of Set Theory and Notation; A Traditional Approach to Ordinary, Linear Least Squares Regression’ A Traditional Approach to Weighted, Linear Least Squares Regression; A Traditional Approach to Factorial Design Analysis; Using Excel for Statistical Analysis; Using MATLAB® for Statistical Analysis.