Parametric Methodologies for Detecting Changes in Maximum Temperature of Tlaxco, Tlaxcala, México
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 t...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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Wiley
2019-01-01
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| Series: | Journal of Probability and Statistics |
| Online Access: | http://dx.doi.org/10.1155/2019/3580692 |
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| author | Silvia Herrera Cortés Bulmaro Juárez Hernández Victor Hugo Vázquez Guevara Hugo Adán Cruz Suárez |
| author_facet | Silvia Herrera Cortés Bulmaro Juárez Hernández Victor Hugo Vázquez Guevara Hugo Adán Cruz Suárez |
| author_sort | Silvia Herrera Cortés |
| collection | DOAJ |
| description | 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. |
| format | Article |
| id | doaj-art-6218f66e39a9447fabee7b2f83b9a4e3 |
| institution | Kabale University |
| issn | 1687-952X 1687-9538 |
| language | English |
| publishDate | 2019-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Journal of Probability and Statistics |
| spelling | doaj-art-6218f66e39a9447fabee7b2f83b9a4e32025-02-03T06:14:15ZengWileyJournal of Probability and Statistics1687-952X1687-95382019-01-01201910.1155/2019/35806923580692Parametric Methodologies for Detecting Changes in Maximum Temperature of Tlaxco, Tlaxcala, MéxicoSilvia Herrera Cortés0Bulmaro Juárez Hernández1Victor Hugo Vázquez Guevara2Hugo Adán Cruz Suárez3Benemérita Universidad Autόnoma de Puebla, Facultad de Ciencias Físico Matemáticas, Av. San Claudio, Col. San Manuel, C.P. 72570, Puebla, Pue, MexicoBenemérita Universidad Autόnoma de Puebla, Facultad de Ciencias Físico Matemáticas, Av. San Claudio, Col. San Manuel, C.P. 72570, Puebla, Pue, MexicoBenemérita Universidad Autόnoma de Puebla, Facultad de Ciencias Físico Matemáticas, Av. San Claudio, Col. San Manuel, C.P. 72570, Puebla, Pue, MexicoBenemérita Universidad Autόnoma de Puebla, Facultad de Ciencias Físico Matemáticas, Av. San Claudio, Col. San Manuel, C.P. 72570, Puebla, Pue, MexicoIn 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.http://dx.doi.org/10.1155/2019/3580692 |
| spellingShingle | Silvia Herrera Cortés Bulmaro Juárez Hernández Victor Hugo Vázquez Guevara Hugo Adán Cruz Suárez Parametric Methodologies for Detecting Changes in Maximum Temperature of Tlaxco, Tlaxcala, México Journal of Probability and Statistics |
| title | Parametric Methodologies for Detecting Changes in Maximum Temperature of Tlaxco, Tlaxcala, México |
| title_full | Parametric Methodologies for Detecting Changes in Maximum Temperature of Tlaxco, Tlaxcala, México |
| title_fullStr | Parametric Methodologies for Detecting Changes in Maximum Temperature of Tlaxco, Tlaxcala, México |
| title_full_unstemmed | Parametric Methodologies for Detecting Changes in Maximum Temperature of Tlaxco, Tlaxcala, México |
| title_short | Parametric Methodologies for Detecting Changes in Maximum Temperature of Tlaxco, Tlaxcala, México |
| title_sort | parametric methodologies for detecting changes in maximum temperature of tlaxco tlaxcala mexico |
| url | http://dx.doi.org/10.1155/2019/3580692 |
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