Computationally Intensive Statistics for Intelligent IoT

Samanta, Debabrata; Banerjee, Amit

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.

Details

Published by: Springer

Publication Date: 2021-10-04

Format: Hardcover

ISBN-13: 9789811659355

DOI: 10.1007/978-981-16-5936-2

Dimensions: 235.0cm x155.0cm

Pages: 218.0