Mathematical Gnostics - Couverture rigide

Kovanic, Pavel

Couverture rigide

ISBN 10 : 1138339237 ISBN 13 : 9781138339231

Editeur : CRC Press, 2023

Synopsis

The book describes the theoretical principles of nonstatistical methods of data analysis but without going deep into complex mathematics. The emphasis is laid on presentation of solved examples of real data either from authors' laboratories or from open literature. The examples cover wide range of applications such as quality assurance and quality control, critical analysis of experimental data, comparison of data samples from various sources, robust linear and nonlinear regression as well as various tasks from financial analysis. The examples are useful primarily for chemical engineers including analytical/quality laboratories in industry, designers of chemical and biological processes.

Features:

• Exclusive title on Mathematical Gnostics with multidisciplinary applications, and specific focus on chemical engineering.
• Clarifies the role of data space metrics including the right way of aggregation of uncertain data.
• Brings a new look on the data probability, information, entropy and thermodynamics of data uncertainty.
• Enables design of probability distributions for all real data samples including smaller ones.
• Includes data for examples with solutions with exercises in R or Python.

The book is aimed for Senior Undergraduate Students, Researchers, and Professionals in Chemical/Process Engineering, Engineering Physics, Stats, Mathematics, Materials, Geotechnical, Civil Engineering, Mining, Sales, Marketing and Service, and Finance.

A propos du livre

À propos de l'auteur

Pavel Kovanic (Born 1928) 1950-1955: Studied high voltage technology on the Technical University in Sverdlovsk (recently Ekaterinburg, Russia). 1956-1970: Researcher, head of a scientific department at the Nuclear Research Institute of the Czechoslovak Academy of Sciences. 1970-1995: Scientist at the Institute of the Automation and Theory of Information of the Czech Academy of Sciences. 1995-2018: As a retired scientist participated as a scientific consultant on several research projects including grants of European Union.

Détails de l'édition

• Éditeur: CRC Press
• Date d'édition: 2023
• Langue: anglais
• ISBN 10: 1138339237
• ISBN 13: 9781138339231
• Reliure: Relié
• Nombre de pages: 322
• Coordonnées du fabricant: non disponible
• Personne responsable: GPSR Kontakt; gpsr@libri.de; ; Europaallee 1; Bad Hersfeld; 36244; Allemagne