Multivariate Statistical Modeling in Engineering and Management

Jhareswar Maiti

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Paperback

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English

CRC Press
04 October 2024

Economic statistics; Probability & statistics; Engineering: general

The book focuses on problem solving for practitioners and model building for academicians under multivariate situations. This book helps readers in understanding the issues, such as knowing variability, extracting patterns, building relationships, and making objective decisions. A large number of multivariate statistical models are covered in the book. The readers will learn how a practical problem can be converted to a statistical problem and how the statistical solution can be interpreted as a practical solution.

Key features:

Links data generation process with statistical distributions in multivariate domain Provides step by step procedure for estimating parameters of developed models Provides blueprint for data driven decision making Includes practical examples and case studies relevant for intended audiences

The book will help everyone involved in data driven problem solving, modeling and decision making.

By: Jhareswar Maiti
Imprint: CRC Press
Country of Publication: United Kingdom
Dimensions: Height: 254mm, Width: 178mm,
Weight: 1.174kg
ISBN: 9781032300184
ISBN 10: 1032300183
Pages: 612
Publication Date: 04 October 2024
Audience: Professional and scholarly , Undergraduate
Format: Paperback
Publisher's Status: Active

Jhareswar Maiti (PhD, FIE), the Founder Chairman of the Centre of Excellence in Safety Engineering & Analytics (CoE-SEA) and Professor of the Department of Industrial and Systems Engineering, Indian Institute of Technology Kharagpur has over 20 years of teaching, research and consulting work in the fields of applied analytics and multivariate statistical modeling. He is pioneer in making Safety Analytics as core area of research in the broad domain of Safety Science. He has established a unique world class laboratory called “Safety Analytics and Virtual Reality Laboratory” at IIT Kharagpur.