Computationally Intensive Statistics for Intelligent IoT

2021 ed.

by Amit Banerjee , Debabrata Samanta

Book Details

Format Paperback / Softback

Book Series Studies in Autonomic, Data-driven and Industrial Computing

ISBN-10 9811659389

ISBN-13 9789811659386

Edition 2021 ed.

Publisher Springer Verlag, Singapore

Imprint Springer Verlag, Singapore

Country of Manufacture GB

Country of Publication GB

Publication Date Oct 6th, 2022

Print length 218 Pages

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Ksh 23,400.00

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The book covers computational statistics, its methodologies and applications for IoT device. It includes the details in the areas of computational arithmetic and its influence on computational statistics, numerical algorithms in statistical application software, basics of computer systems, statistical techniques, linear algebra and its role in optimization techniques, evolution of optimization techniques, optimal utilization of computer resources, and statistical graphics role in data analysis. It also explores computational inferencing and computer model's role in design of experiments, Bayesian analysis, survival analysis and data mining in computational statistics.

The book covers computational statistics, its methodologies and applications for IoT device. It includes the details in the areas of computational arithmetic and its influence on computational statistics, numerical algorithms in statistical application software, basics of computer systems, statistical techniques, linear algebra and its role in optimization techniques, evolution of optimization techniques, optimal utilization of computer resources, and statistical graphics role in data analysis. It also explores computational inferencing and computer model''s role in design of experiments, Bayesian analysis, survival analysis and data mining in computational statistics.

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