Software for statistical modeling via tensor Algebra
Software for statistical modeling via tensor Algebra
Author(s): Valeri Kostov, Latchezar Tomov, Slav AngelovSubject(s): Social Sciences, Education, Library and Information Science, Information Architecture, Electronic information storage and retrieval, Education and training, Other, Higher Education
Published by: Нов български университет
Keywords: Software development; statistical modeling; tensor calculations
Summary/Abstract: We developed software for statistical modeling and forecasting with general linear models and with composite functions as predictors. The software is applied for predictions of demand and supply of electrical energy for the Energy System Operator in Bulgaria. It supports automatic periodic updating of models and predictions. We propose for future development application of index expressions for tensor calculations in order to do multiple prognoses simultaneously. The proposed approach will allow us to update multiple models automatically.
Journal: Computer Science and Education in Computer Science
- Issue Year: 16/2020
- Issue No: 1
- Page Range: 24-28
- Page Count: 5
- Language: English
