Uniformity trials simulation to determine the statistical power in yield rice trials
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| المؤلف: | |
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| التنسيق: | artículo original |
| الحالة: | Versión publicada |
| تاريخ النشر: | 2021 |
| الوصف: | Introduction. Prospective analysis of the statistical power of a hypothesis test should be one of the most important stages in any experiment, however, it is frequently omitted. In Costa Rica, within the literature consulted, no research related to this topic was found for yield experiments in rice cultivation. Objective. To simulate uniformity trials to determine the power of a completely randomized design for rice yield experiments in Bagaces, Costa Rica. Materials and methods. The parameters of the spatial correlation process of a blank trial established in Bagaces, Guanacaste were estimated. Then, the estimates were used to perform 10 000 simulations of larger random fields, this allowed to superimpose different number of repetitions and estimate the power achieved to detect a difference of 10 % with respect to the mean in a completely randomized experiment at a significance level of 5 %. Results. The power of 80 % was obtained with five repetitions. Conclusion. In rice yield trials, to detect a mean difference of 10 % at a significance level of 5 %, this investigation required five or more repetitions. |
| البلد: | Portal de Revistas UCR |
| المؤسسة: | Universidad de Costa Rica |
| Repositorio: | Portal de Revistas UCR |
| اللغة: | Español Inglés |
| OAI Identifier: | oai:portal.ucr.ac.cr:article/40870 |
| الوصول للمادة أونلاين: | https://revistas.ucr.ac.cr/index.php/agromeso/article/view/40870 |
| كلمة مفتاحية: | test power number of repetitions geostatistical simulations random fields potencia de prueba número de repeticiones simulaciones geoestadísticas campos aleatorios |