Social hierarchy influences dairy cows' use of shade in a silvopastoral system under intensive rotational grazing

M Deniz, KT de Sousa, MF Moro, MM do Vale… - Applied Animal …, 2021 - Elsevier
The aim of this study was to evaluate the relationship between thermal comfort indicators
and social hierarchy, and cows' location (shade or sun) and their diurnal behaviors in a …

Developing of a model to predict lying behavior of dairy cows on silvopastoral system during the winter season

KT de Sousa, M Deniz, MF Moro, IC Gomes… - International Journal of …, 2021 - Springer
Lying behavior is an important indicator of the cows' welfare and health. In this study, we
evaluate the effect of the physical environment on dairy cows' behaviors raised on a …

Logistic regression model for a bivariate binomial distribution with applications in baseball data analysis

Y Han, J Kim, HKT Ng, SW Kim - Entropy, 2022 - mdpi.com
There has been a considerable amount of literature on binomial regression models that
utilize well-known link functions, such as logistic, probit, and complementary log-log …

Unsupervised ensemble classification with correlated decision agents

M Cabrera-Bean, A Pagès-Zamora… - IEEE Signal …, 2019 - ieeexplore.ieee.org
Decision-making procedures, when a set of individual binary labels is processed to produce
a unique joint decision, can be approached modeling the individual labels as multivariate …

Shade-seeking behavior and grazing activity of Pantaneira and Girolando heifers

PGL Lima, KV da Silva, RM Rossi… - Tropical Animal Health …, 2020 - Springer
This study aimed to model and compare the shade-seeking behavior and grazing activity of
Pantaneira and Girolando heifers by time of day. Eight heifers were used, four Pantaneira …

An expectation-maximization algorithm for estimating the parameters of the correlated binomial distribution

A Bennett, M Wang - arXiv preprint arXiv:2202.11796, 2022 - arxiv.org
The correlated binomial (CB) distribution was proposed by Luce\~ no (Computational
Statistics $\& $ Data Analysis, 20, 1995, 511-520) as an alternative to the binomial …

Correlated Binary Data for Machine Learning

ML Turró, M Cabrera-Bean - 2021 29th European Signal …, 2021 - ieeexplore.ieee.org
Data sets containing instances that are assigned values by an ensemble of annotators of
unknown accuracy are becoming increasingly common. Binary, potentially correlated data …

Influence Diagnostics for Correlated Binomial Regression Models: An Application to a Data Set on High-Cost Health Services Occurrence

CAR Diniz, RM Pires, CCM Paraíba… - Revista Colombiana …, 2021 - revistas.unal.edu.co
This paper considers a frequentist perspective to deal with the class of correlated binomial
regression models (Pires & Diniz, 2012), thus providing a new approach to analyze …

Modelo geométrico de ordem k correlacionado

R Souza - 2019 - repositorio.ufscar.br
RESUMO SOUZA, R. Modelo geométrico de ordem k correlacionado. 2019. 124 p. Tese
(Doutorado em Estatística–Programa Interinstitucional de Pós-Graduação em Estatística) …

Modelos com-poisson correlacionados

GMS Pereira - 2019 - repositorio.ufscar.br
In this thesis two discrete distributions are proposed: Correlated COM-Poisson (CPC) and
Generalized partially correlated COM-Poisson (CPGPC). We have also proposed regression …