Computationally Intensive Statistics for Intelligent IoT

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, statistic...

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Bibliographic Details
Main Authors Samanta, Debabrata, Banerjee, Amit
Format eBook
LanguageEnglish
Published Singapore Springer 2021
Springer Singapore
Edition1
SeriesStudies in Autonomic, Data-driven and Industrial Computing
Subjects
Computational Intelligence
Computer Science
Cyber-physical systems, IoT
Engineering
Health Informatics
Internet of things-Social aspects
Professional Computing
Statistics and Computing/Statistics Programs
Statistics, general
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Summary: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.
ISBN:9789811659355
9811659354
ISSN:2730-6437
2730-6445
DOI:10.1007/978-981-16-5936-2