Computationally Intensive Statistics for Intelligent IoT

Download or read book Computationally Intensive Statistics for Intelligent IoT written by Debabrata Samanta and published by Springer Nature. This book was released on 2021-10-02 with total page 233 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.