TY - JOUR
T1 - A longitudinal study of sweet orange flowering with grouped count data
AU - de Lara, Idemauro Antonio Rodrigues
AU - Taconeli, Cesar Augusto
AU - Moral, Rafael de Andrade
AU - Hinde, John
AU - Voigt, Vanessa
AU - de Freitas, Sílvia Maria
N1 - Publisher Copyright:
© 2020, Eduem - Editora da Universidade Estadual de Maringa. All rights reserved.
PY - 2020
Y1 - 2020
N2 - The orange variety “x11”, which is a spontaneous mutant of the sweet orange, has a short juvenile period with early flowering. The data used in this paper are from a randomized design experiment that aimed to assess the plants' flowering characteristics when grafted onto two different varieties of lemon rootstock. The plants were pruned in each of the four seasons, and on each pruning occasion, the number of branches on each plant was counted and classified into four mutually exclusive flowering categories. The data presented large variability and many zeros. The statistical analysis included the use of generalized linear mixed models with a Bayesian approach. The results showed that flowering is not equal over the seasons, i.e., there are significant differences in the classification of the branches across the four seasons and the two varieties, with interactions between seasonal and branch effects.
AB - The orange variety “x11”, which is a spontaneous mutant of the sweet orange, has a short juvenile period with early flowering. The data used in this paper are from a randomized design experiment that aimed to assess the plants' flowering characteristics when grafted onto two different varieties of lemon rootstock. The plants were pruned in each of the four seasons, and on each pruning occasion, the number of branches on each plant was counted and classified into four mutually exclusive flowering categories. The data presented large variability and many zeros. The statistical analysis included the use of generalized linear mixed models with a Bayesian approach. The results showed that flowering is not equal over the seasons, i.e., there are significant differences in the classification of the branches across the four seasons and the two varieties, with interactions between seasonal and branch effects.
KW - Bayesian analysis
KW - Citrus
KW - Discrete data
KW - Mixed model
UR - https://www.scopus.com/pages/publications/85086876385
U2 - 10.4025/actasciagron.v42i1.43734
DO - 10.4025/actasciagron.v42i1.43734
M3 - Article
AN - SCOPUS:85086876385
SN - 1679-9275
VL - 42
SP - 1
EP - 10
JO - Acta Scientiarum - Agronomy
JF - Acta Scientiarum - Agronomy
M1 - e43734
ER -