Statistics for Chemical and Process Engineers A Modern Approach /

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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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Shardt, Yuri A.W (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cham : Springer International Publishing : Imprint: Springer, 2015.
Edición:1st ed. 2015.
Temas:
Chemistry, Technical.
Statistics .
Control engineering.
Industrial engineering.
Production engineering.
Industrial Chemistry.
Statistics in Engineering, Physics, Computer Science, Chemistry and Earth Sciences.
Control and Systems Theory.
Industrial and Production Engineering.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • 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.

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