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[HTML][HTML] Invited review: Reproducible research from noisy data: Revisiting key statistical principles for the animal sciences
Reproducible results define the very core of scientific integrity in modern research. Yet,
legitimate concerns have been raised about the reproducibility of research findings, with …
legitimate concerns have been raised about the reproducibility of research findings, with …
[HTML][HTML] Invited review: recursive models in animal breeding: interpretation, limitations, and extensions
Structural equation models allow causal effects between 2 or more variables to be
considered and can postulate unidirectional (recursive models; RM) or bidirectional …
considered and can postulate unidirectional (recursive models; RM) or bidirectional …
A survey of the applications of Bayesian networks in agriculture
The application of machine learning to agriculture is currently experiencing a “surge of
interest” from the academic community as well as practitioners from industry. This increased …
interest” from the academic community as well as practitioners from industry. This increased …
[HTML][HTML] The effects of prenatal diet on calf performance and perspectives for fetal programming studies: a meta-analytical investigation
This meta-analysis aimed to identify knowledge gaps in the scientific literature on future fetal-
programming studies and to investigate the factors that determine the performance of beef …
programming studies and to investigate the factors that determine the performance of beef …
[HTML][HTML] Feeding behaviors collected from automated milk feeders were associated with disease in group-housed dairy calves in the Upper Midwest United States
Automated milk feeders (AMF) are an attractive option for producers interested in adopting
practices that offer greater behavioral freedom for calves and can potentially improve labor …
practices that offer greater behavioral freedom for calves and can potentially improve labor …
Conceptual framework for investigating causal effects from observational data in livestock
Understanding causal mechanisms among variables is critical to efficient management of
complex biological systems such as animal agriculture production. The increasing …
complex biological systems such as animal agriculture production. The increasing …
Revealing the structure of the associations between housing system, facilities, management and welfare of commercial laying hens using Additive Bayesian Networks
After the ban of battery cages in 1988, a welfare control programme for laying hens was
developed in Sweden. Its goal was to monitor and ensure that animal welfare was not …
developed in Sweden. Its goal was to monitor and ensure that animal welfare was not …
Generalized additive mixed model on the analysis of total transport losses of market-weight pigs
Transportation losses of market-weight pigs are an animal welfare concern, and result in
direct economic impact for producers and abattoirs. Such losses are related to multiple …
direct economic impact for producers and abattoirs. Such losses are related to multiple …
Equivalence of variance components between standard and recursive genetic models using LDL′ transformations
Background Recursive models are a category of structural equation models that propose a
causal relationship between traits. These models are more parameterized than multiple trait …
causal relationship between traits. These models are more parameterized than multiple trait …
Forecasting beef production and quality using large-scale integrated data from Brazil
VCF Aiken, AFA Fernandes, TL Passafaro… - Journal of Animal …, 2020 - academic.oup.com
With agriculture rapidly becoming a data-driven field, it is imperative to extract useful
information from large data collections to optimize the production systems. We compared the …
information from large data collections to optimize the production systems. We compared the …