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Multivariate survival analysis and its integration into selection processes

ReferenceD09340
Principal Investigator / Supervisor Professor Peter Visscher
Co-Investigators /
Co-Supervisors
Professor Robin Thompson
Institution University of Edinburgh
DepartmentInst of Cell, Animal and Population Biol
Funding typeResearch
Value (£) 115,898
StatusCompleted
TypeResearch Grant
Start date 01/09/1998
End date 15/05/2002
Duration44 months

Abstract

New methods will be developed to analyse survival data in livestock species, using all available phenotypic and genetic information. Observed survival will be modelled as a series of binary traits. For the genetic level, survival is modelled as a series of liabilities on an underlying, unobserved, scale. The non-linear relationship between survival and production traits will be modelled. Survival will be partitioned according to competing risks, including voluntary and involuntary culling. Data from the dairy industry on the production and survival of progeny of bulls throughout multiple lactations will be used to estimate genetic parameters, predict response according to different selection strategies and predict the breeding values of bulls for survival of their daughters. This work allows the possibility to unify the prediction of breeding values for animals with the estimation of genetic parameters.

Summary

unavailable
Committee Closed Committee - Agri-food (AF)
Research TopicsX – not assigned to a current Research Topic
Research PriorityX – Research Priority information not available
Research Initiative X - not in an Initiative
Funding SchemeX – not Funded via a specific Funding Scheme
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