Computationally Intensive Statistics for Intelligent IoT
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Computationally Intensive Statistics for Intelligent IoT

SKU: 9789811659362

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Additional information

Full Title

Computationally Intensive Statistics for Intelligent IoT
Author(s)

Debabrata Samanta, Amit Banerjee
Edition
ISBN

9789811659362, 9789811659355
Publisher

Springer
Format

PDF and EPUB

Description

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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