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[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 …
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 …
[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 …
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
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 …
production features, cumulative selection response (CSR), and the mRNA expression of …
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 …
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 …
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
Phosphorus utilization (PU) has received considerable attention in poultry nutrition.
However, reliable estimates of genetic parameters for PU and related traits have largely not …
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,
Data regularly recorded in commercial herds have been used extensively for estimation of
disease incidence rates, for inferences regarding genetic and phenotypic associations …
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
The objective of this study was to investigate potential causal relationships among hot
carcass weight (HCW), longissimus muscle area (LMA), backfat thickness (BF), Warner …
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 …
beef market. Optimized breeding goals and management practices for the improvement of …