[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 …
considered and can postulate unidirectional (recursive models; RM) or bidirectional …
[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 …
A Bayesian model for the analysis of transgenerational epigenetic variation
Epigenetics has become one of the major areas of biological research. However, the degree
of phenotypic variability that is explained by epigenetic processes still remains unclear …
of phenotypic variability that is explained by epigenetic processes still remains unclear …
Investigating causal biological relationships between reproductive performance traits in high-performing gilts and sows
K Chitakasempornkul, MB Meneget… - Journal of Animal …, 2019 - academic.oup.com
Efficient management of swine production systems requires understanding of complex
reproductive physiological mechanisms. Our objective in this study was to investigate …
reproductive physiological mechanisms. Our objective in this study was to investigate …
Heritable environmental variance causes nonlinear relationships between traits: application to birth weight and stillbirth of pigs
There is recent evidence from laboratory experiments and analysis of livestock populations
that not only the phenotype itself, but also its environmental variance, is under genetic …
that not only the phenotype itself, but also its environmental variance, is under genetic …
A diallel of the mouse Collaborative Cross founders reveals strong strain-specific maternal effects on litter size
Reproductive success in the eight founder strains of the Collaborative Cross (CC) was
measured using a diallel-mating scheme. Over a 48-month period we generated 4,448 …
measured using a diallel-mating scheme. Over a 48-month period we generated 4,448 …
A cross-specific multiplicative binomial recursive model for the analysis of perinatal mortality in a diallel cross among three varieties of Iberian pig
L Varona, JL Noguera, J Casellas, MM de Hijas… - Scientific reports, 2020 - nature.com
Perinatal piglet mortality is an important factor in pig production from economic and animal
welfare perspectives; however, the statistical analysis of mortality is difficult because of its …
welfare perspectives; however, the statistical analysis of mortality is difficult because of its …
Accounting for data architecture on structural equation modeling of feedlot cattle performance
K Chitakasempornkul, MW Sanderson, E Cha… - Journal of Agricultural …, 2018 - Springer
Structural equation models (SEM) are a type of multi-trait model increasingly being used for
inferring functional relationships between multiple outcomes using operational data from …
inferring functional relationships between multiple outcomes using operational data from …
Alternative count Bayesian models for genetic evaluation of litter traits in pigs
HT Silva, DBD Marques, PS Lopes, JT De Paiva… - Livestock Science, 2019 - Elsevier
Abstract We compared Hurdle Poisson (Hupoisson), Zero Inflated Poisson (Zipoisson),
Poisson and Gaussian Bayesian mixed models for genetic evaluation of litter traits in pigs …
Poisson and Gaussian Bayesian mixed models for genetic evaluation of litter traits in pigs …
Multi-breed genetic parameters and genome-wide association studies for mortality rate at birth in pigs
Background Piglet mortality is an economically important complex trait that impacts sow
prolificacy in the pig industry. The genetic parameters estimations and genome-wide …
prolificacy in the pig industry. The genetic parameters estimations and genome-wide …