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Statistics for Chemical and Process ...
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Shardt, Yuri A.W.
Statistics for Chemical and Process Engineers = A Modern Approach /
紀錄類型:
書目-語言資料,印刷品 : Monograph/item
正題名/作者:
Statistics for Chemical and Process Engineers/ by Yuri A.W. Shardt.
其他題名:
A Modern Approach /
作者:
Shardt, Yuri A.W.
面頁冊數:
XXVI, 414 p. 133 illus., 48 illus. in color.online resource. :
Contained By:
Springer Nature eBook
標題:
Chemical engineering. -
電子資源:
https://doi.org/10.1007/978-3-319-21509-9
ISBN:
9783319215099
Statistics for Chemical and Process Engineers = A Modern Approach /
Shardt, Yuri A.W.
Statistics for Chemical and Process Engineers
A Modern Approach /[electronic resource] :by Yuri A.W. Shardt. - 1st ed. 2015. - XXVI, 414 p. 133 illus., 48 illus. in color.online resource.
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.
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 reader is given a detailed framework for statistical procedures covering: · data visualization; · probability; · linear and nonlinear regression; · experimental design (including factorial and fractional factorial designs); and · dynamic process identification. Main concepts are illustrated with chemical- and process-engineering-relevant examples that can also serve as the bases for checking any subsequent real implementations. Questions are provided (with solutions available for instructors) to confirm the correct use of numerical techniques, and templates for use in MS Excel and MATLAB can also be downloaded from extras.springer.com. With its integrative approach to system identification, regression and statistical theory, Statistics for Chemical and Process Engineers provides an excellent means of revision and self-study for chemical and process engineers working in experimental analysis and design in petrochemicals, ceramics, oil and gas, automotive and similar industries and invaluable instruction to advanced undergraduate and graduate students looking to begin a career in the process industries. .
ISBN: 9783319215099
Standard No.: 10.1007/978-3-319-21509-9doiSubjects--Topical Terms:
555952
Chemical engineering.
LC Class. No.: TP155-156
Dewey Class. No.: 660
Statistics for Chemical and Process Engineers = A Modern Approach /
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