Parametric Methodologies for Detecting Changes in Maximum Temperature of Tlaxco, Tlaxcala, México. (16th December 2019)

• Record Type: Journal Article
• Authors: Herrera Cortés, Silvia; Juárez Hernández, Bulmaro; Vázquez Guevara, Victor Hugo; Cruz Suárez, Hugo Adán
• Other Names: Hu Yaozhong Academic Editor.
• Is Part Of: Journal of probability and statistics. Volume 2019(2019)
• Publication Date: 2019-12-16
• Subjects: Probabilities -- Periodicals; Mathematical statistics -- Periodicals; Mathematical statistics; Probabilities; Periodicals; 519
• DOI: 10.1155/2019/3580692
• Languages: English
• ISSNs: 1687-952X

Abstract

Abstract : In this paper, comparison results of parametric methodologies of change points, applied to maximum temperature records from the municipality of Tlaxco, Tlaxcala, México, are presented. Methodologies considered are likelihood ratio test, score test, and binary segmentation (BS), pruned exact linear time (PELT), and segment neighborhood (SN). In order to compare such methodologies, a quality analysis of the data was performed; in addition, lost data were estimated with linear regression, and finally, SARIMA models were adjusted.