Bayesian Survival Analysis to Model Plant Resistance and Tolerance to Virus Diseases
Viruses constitute a major threat to large-scale production of crops worldwide producing important economical losses and undermining sustainability. We evaluated a new plant variety for resistance and tolerance to a specific virus through a comparison with other well-known varieties. The study is ba...
| Autores principales: | , , |
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| Otros Autores: | |
| Formato: | article |
| Lenguaje: | Inglés |
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2018
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| Acceso en línea: | http://hdl.handle.net/20.500.11939/6058 https://link.springer.com/chapter/10.1007%2F978-3-319-54084-9_16 |
| _version_ | 1855032359519256576 |
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| author | Lázaro, Elena Armero, Carmen Rubio, Luis |
| author2 | Argiento, R. |
| author_browse | Argiento, R. Armero, Carmen Lázaro, Elena Rubio, Luis |
| author_facet | Argiento, R. Lázaro, Elena Armero, Carmen Rubio, Luis |
| author_sort | Lázaro, Elena |
| collection | ReDivia |
| description | Viruses constitute a major threat to large-scale production of crops worldwide producing important economical losses and undermining sustainability. We evaluated a new plant variety for resistance and tolerance to a specific virus through a comparison with other well-known varieties. The study is based on two independent Bayesian accelerated failure time models which assess resistance and tolerance survival times. Information concerning plant genotype and virus biotype were considered as baseline covariates and error terms were assumed to follow a modified standard Gumbel distribution. Frequentist approach to these models was also considered in order to compare the results of the study from both statistical methodologies. |
| format | article |
| id | ReDivia6058 |
| institution | Instituto Valenciano de Investigaciones Agrarias (IVIA) |
| language | Inglés |
| publishDate | 2018 |
| publishDateRange | 2018 |
| publishDateSort | 2018 |
| record_format | dspace |
| spelling | ReDivia60582025-04-25T14:46:04Z Bayesian Survival Analysis to Model Plant Resistance and Tolerance to Virus Diseases Lázaro, Elena Armero, Carmen Rubio, Luis Argiento, R. Viruses constitute a major threat to large-scale production of crops worldwide producing important economical losses and undermining sustainability. We evaluated a new plant variety for resistance and tolerance to a specific virus through a comparison with other well-known varieties. The study is based on two independent Bayesian accelerated failure time models which assess resistance and tolerance survival times. Information concerning plant genotype and virus biotype were considered as baseline covariates and error terms were assumed to follow a modified standard Gumbel distribution. Frequentist approach to these models was also considered in order to compare the results of the study from both statistical methodologies. 2018-05-09T16:30:59Z 2018-05-09T16:30:59Z 2017 article Lázaro, E., Armero, C. & Rubio, L. (2017). Bayesian Survival Analysis to Model Plant Resistance and Tolerance to Virus Diseases. In: Argiento R., Lanzarone E., Antoniano Villalobos I., Mattei A. (eds) Bayesian Statistics in Action. BAYSM 2016. Proceedings in Mathematics & Statistics, vol 194. 173-181. 2194-1009 http://hdl.handle.net/20.500.11939/6058 10.1007/978-3-319-54084-9_16 https://link.springer.com/chapter/10.1007%2F978-3-319-54084-9_16 en Atribución-NoComercial-SinDerivadas 3.0 España http://creativecommons.org/licenses/by-nc-nd/3.0/es/ electronico |
| spellingShingle | Lázaro, Elena Armero, Carmen Rubio, Luis Bayesian Survival Analysis to Model Plant Resistance and Tolerance to Virus Diseases |
| title | Bayesian Survival Analysis to Model Plant Resistance and Tolerance to Virus Diseases |
| title_full | Bayesian Survival Analysis to Model Plant Resistance and Tolerance to Virus Diseases |
| title_fullStr | Bayesian Survival Analysis to Model Plant Resistance and Tolerance to Virus Diseases |
| title_full_unstemmed | Bayesian Survival Analysis to Model Plant Resistance and Tolerance to Virus Diseases |
| title_short | Bayesian Survival Analysis to Model Plant Resistance and Tolerance to Virus Diseases |
| title_sort | bayesian survival analysis to model plant resistance and tolerance to virus diseases |
| url | http://hdl.handle.net/20.500.11939/6058 https://link.springer.com/chapter/10.1007%2F978-3-319-54084-9_16 |
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