A Method of Accuracy Increment Using Segmented Regression

• Published in: Algorithms Vol. 15; no. 10; p. 378
• Main Authors: Al-Azzeh, Jamil, Mesleh, Abdelwadood, Zaliskyi, Maksym, Odarchenko, Roman, Kuzmin, Valeriyi
• Format: Journal Article
• Language: English
• Published: Basel MDPI AG 01.10.2022
• Subjects: Accuracy; accuracy increment; Algorithms; Approximation; Aviation; Book publishing; Data analysis; Datasets; Efficiency; Functions (mathematics); Information management; Literature reviews; Mathematical analysis; mathematical model building; Mathematical models; Methods; multidimensional paraboloid; optimization of breakpoint abscissa; ordinary least squares; Parabolic bodies; Polynomials; Regression analysis; segmented regression; Statistical analysis; Time series; Trends; Iran; New York; United States
• ISSN: 1999-4893; 1999-4893
• DOI: 10.3390/a15100378

The main purpose of mathematical model building while employing statistical data analysis is to obtain high accuracy of approximation within the range of observed data and sufficient predictive properties. One of the methods for creating mathematical models is to use the techniques of regression ana...