[HTML][HTML] Invited review: recursive models in animal breeding: interpretation, limitations, and extensions

L Varona, O González-Recio - Journal of Dairy Science, 2023 - Elsevier
Structural equation models allow causal effects between 2 or more variables to be
considered and can postulate unidirectional (recursive models; RM) or bidirectional …

Conceptual framework for investigating causal effects from observational data in livestock

NM Bello, VC Ferreira, D Gianola… - Journal of animal …, 2018 - academic.oup.com
Understanding causal mechanisms among variables is critical to efficient management of
complex biological systems such as animal agriculture production. The increasing …

[CARTE][B] Causality, correlation and artificial intelligence for rational decision making

T Marwala - 2015 - books.google.com
Causality has been a subject of study for a long time. Often causality is confused with
correlation. Human intuition has evolved such that it has learned to identify causality through …

[HTML][HTML] Laying performance, genetic parameters, and the expression of FSHβ, LHβ, FSHR, and LHR genes in Japanese quails selected for early egg production

EA Manaa, MM El-Attrouny, EL Amal, GM Albadrani… - Poultry Science, 2024 - Elsevier
Investigating the impact of early egg production selection (the first 90 d of laying) on egg
production features, cumulative selection response (CSR), and the mRNA expression of …

Equivalence of variance components between standard and recursive genetic models using LDL′ transformations

L Varona, D López-Carbonell, H Srihi… - Genetics Selection …, 2024 - Springer
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 …

Using causal models to integrate proximate and ultimate causation

J Otsuka - Biology & Philosophy, 2015 - Springer
Ernst Mayr's classical work on the nature of causation in biology has had a huge influence
on biologists as well as philosophers. Although his distinction between proximate and …

[HTML][HTML] Inferring relationships between Phosphorus utilization, feed per gain, and bodyweight gain in an F2 cross of Japanese quail using recursive models

P Beck, HP Piepho, M Rodehutscord, J Bennewitz - Poultry Science, 2016 - Elsevier
Phosphorus utilization (PU) has received considerable attention in poultry nutrition.
However, reliable estimates of genetic parameters for PU and related traits have largely not …

BREEDING AND GENETICS SYMPOSIUM: Inferring causal effects from observational data in livestock,

GJM Rosa, BD Valente - Journal of Animal Science, 2013 - academic.oup.com
Data regularly recorded in commercial herds have been used extensively for estimation of
disease incidence rates, for inferences regarding genetic and phenotypic associations …

Investigating potential causal relationships among carcass and meat quality traits using structural equation model in Nellore cattle

T Bresolin, TL Passafaro, CU Braz, AAC Alves… - Meat Science, 2022 - Elsevier
The objective of this study was to investigate potential causal relationships among hot
carcass weight (HCW), longissimus muscle area (LMA), backfat thickness (BF), Warner …

Inferring phenotypic causal structures among meat quality traits and the application of a structural equation model in Japanese Black cattle

K Inoue, BD Valente, N Shoji, T Honda… - Journal of Animal …, 2016 - academic.oup.com
Meat quality is one of the most important traits determining carcass price in the Japanese
beef market. Optimized breeding goals and management practices for the improvement of …