- Issue
- Journal of Siberian Federal University. Engineering & Technologies. 2016 9 (7)
- Authors
- Dobronets, Boris S.; Popova, Olga A.
- Contact information
- Dobronets, Boris S.: Siberian Federal University 79 Svobodny, Krasnoyarsk, 660041, Russia; Popova, Olga A.: Siberian Federal University 79 Svobodny, Krasnoyarsk, 660041, Russia; E-mail: BDobronets@yandex.ru
- Keywords
- numerical probabilistic analysis; remote monitoring; data processing; histogram aggregation; frequency polygon; spline; regression
- Abstract
The paper deals with a numerical probabilistic analysis as a method of processing and presentation of remote monitoring for the aggregation large amounts of data. For the aggregation we used histograms, polygons and splines. On the basis of aggregated data to identify relationships between the input and output characteristics are studied the theoretical and the practical aspects of regression modeling. On the basis of numerical examples we demonstrated the efficiency and reliability of the proposed methods
- Pages
- 960-971
- Paper at repository of SibFU
- https://elib.sfu-kras.ru/handle/2311/28074
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License (CC BY-NC 4.0).