Statistics for Chemical and Process Engineers [E-Book] : A Modern Approach / by Yuri A.W. Shardt.
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...
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Full text |
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Personal Name(s): | Shardt, Yuri A.W. author |
Edition: |
1st ed. 2015. |
Imprint: |
Cham :
Springer,
2015
|
Physical Description: |
XXVI, 414 p. 133 illus., 48 illus. in color. online resource. |
Note: |
englisch |
ISBN: |
9783319215099 |
DOI: |
10.1007/978-3-319-21509-9 |
Subject (LOC): |
- 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.