Computationally Intensive Statistics for Intelligent IoT E-Book

Debabrata Samanta

• Herausgeber: Springer Singapore
• Kategorie: Wissenschaft und neue Technologien
• Serie: Studies in Autonomic, Data-driven and Industrial Computing
• Sprache: Englisch

Veröffentlichungsjahr: 2021

Beschreibung

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.