Analyzing Data Through Probabilistic Modeling in Statistics

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Analyzing Data Through Probabilistic Modeling in Statistics (Advances in Data Mining and Database Management)
by Dariusz Jacek Jakóbczak
English | 2021 | ISBN: 1799847063 | 351 Pages | PDF | 12 MB

Probabilistic modeling represents a subject arising in many branches of mathematics, economics, and computer science. Such modeling connects pure mathematics with applied sciences. Similarly, data analyzing and statistics are situated on the border between pure mathematics and applied sciences. Therefore, when probabilistic modeling meets statistics, it is a very interesting occasion that has gained much research recently. With the increase of these technologies in life and work, it has become somewhat essential in the workplace to have planning, timetabling, scheduling, decision making, optimization, simulation, data analysis, and risk analysis and process modeling. However, there are still many difficulties and challenges that arrive in these sectors during the process of planning or decision making. There continues to be the need for more research on the impact of such probabilistic modeling with other approaches.

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