Prediction of selection response for threshold dichotomous traits.
نویسنده
چکیده
This paper presents a formula to predict expected response to one generation of truncation selection for a dichotomous trait under polygenic additive inheritance. The derivation relies on the threshold liability concept and on the normality assumption of the joint distribution of additive genetic values and their predictors used as selection criteria. This formula accounts for asymmetry of response when both the prevalence of the trait and the selection rate differ from 1/2 via a bivariate normal integral term. The relationship with the classical formula R = iota rho sigma G is explained with a Taylor expansion about a zero value of the correlation factor. Properties are illustrated with an example of sire selection based on progeny test performance which shows a departure from usual predictions up to 15-20% at low (0.05) or high (0.95) selection rates. Univariate approximations and extensions to several paths of genetic change are also discussed.
منابع مشابه
ارزیابی صحت پیشبینی ژنومی در معماریهای مختلف ژنومی صفات کمی و آستانهای با جانهی دادههای ژنومی شبیهسازیشده، توسط روش جنگل تصادفی
Genomic selection is a promising challenge for discovering genetic variants influencing quantitative and threshold traits for improving the genetic gain and accuracy of genomic prediction in animal breeding. Since a proportion of genotypes are generally uncalled, therefore, prediction of genomic accuracy requires imputation of missing genotypes. The objectives of this study were (1) to quantify...
متن کاملObservations on sire evaluation with categorical data using heteroscedastic mixed linear models.
The ability of three mixed linear models to rank sires correctly for dichotomous and ordered tetrachotomous traits was studied using simulated half-sib progeny data. The models differed in the assumptions made regarding homogeneity of residual variance. Ranking ability was assessed by estimating the realized response to truncation selection (20% of the candidates selected) upon sire evaluations...
متن کاملComparison of Linear and Threshold Models for Estimation Genetic and Phenotypic Parameters of Success of Conception at First Service and Inseminations to Conception in Holstein Cattles in East Azarbayjan Province
In this research genetic and phenotypic parameters were estimated using linear and threshold models, for reproductive traits, data from 6 large industrial dairy herd of East Azerbaijan province collected by Agriculture Jihad Organization during 10 years (2001-2010). Best linear unbiased predictions of traits breeding values were estimated using Restricted Maximum Likelihood method by WOMBAT sof...
متن کاملComparison of Linear and Threshold Models for Estimation Genetic and Phenotypic Parameters of Success of Conception at First Service and Inseminations to Conception in Holstein Cattles in East Azarbayjan Province
In this research genetic and phenotypic parameters were estimated using linear and threshold models, for reproductive traits, data from 6 large industrial dairy herd of East Azerbaijan province collected by Agriculture Jihad Organization during 10 years (2001-2010). Best linear unbiased predictions of traits breeding values were estimated using Restricted Maximum Likelihood method by WOMBAT sof...
متن کاملIntroducing a Non-Dichotomous Method for Scoring Selected-Response Tests
The main purpose of this study was to introduce a new non-dichotomous scoring procedure for the multiple-choice test method, called Parledge. The research also aimed to determine Parledge characteristics through a psychometric study comparing it with the “Number Correct” and “Correction for Guessing” scoring methods. There were 35 students participating in the study who were given a vocabulary ...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
- Genetics
دوره 132 4 شماره
صفحات -
تاریخ انتشار 1992