Bivariate analysis of number of services to conception and days open in Norwegian red using a censored threshold-linear model

被引:35
作者
Chang, YM [1 ]
Andersen-Ranberg, IM
Heringstad, B
Gianola, D
Klemetsdal, G
机构
[1] Univ Wisconsin, Dept Dairy Sci, Madison, WI 53706 USA
[2] GENO Breeding & AI Assoc, N-1432 As, Norway
[3] Norwegian Univ Life Sci, Dept Anim & Aquat Sci, N-1432 As, Norway
基金
美国国家科学基金会;
关键词
bivariate censored threshold-linear model; services to conception; days open; heritability;
D O I
10.3168/jds.S0022-0302(06)72138-5
中图分类号
S8 [畜牧、 动物医学、狩猎、蚕、蜂];
学科分类号
0905 ;
摘要
Abivariate censored threshold-linear model was used to study genetic parameters of number of services to conception (STC) and days open (DO) in first-lactation Norwegian Red (NRF) cows. Records of 1,454,916 NRF cows, with a first insemination from 1980 to 2004, were analyzed. It was assumed that every cow had at least a first insemination. The number of inseminations was recorded until a cow conceived or was culled, whichever occurred first. If a cow was culled before conception, it was considered censored at the number of services until culling was recorded. Twenty-one percent of cows were censored for both STC and DO. Using an univariate probit link function for STC, unobserved liabilities to STC and DO were modeled jointly as a linear function of age at first calving, month-year at first calving, herd-5-yr period, sire of cow and residual effects. Heritability of liability to STC and DO was 4% for each trait. The genetic and residual correlations between STC and DO were 0.77 and 0.68, respectively. There has been little or no genetic change for DO, whereas STC had favorable genetic and phenotypic trends.
引用
收藏
页码:772 / 778
页数:7
相关论文
共 32 条
[1]  
ALBERT JH, 1997, BAYESIAN METHODS CUM
[2]   Comparison between bivariate models for 56-day nonreturn and interval from calving to first insemination in Norwegian Red [J].
Andersen-Ranberg, IM ;
Heringstad, B ;
Gianola, D ;
Chang, YM ;
Klemetsdal, G .
JOURNAL OF DAIRY SCIENCE, 2005, 88 (06) :2190-2198
[3]   Heritabilities, genetic correlations, and genetic change for female fertility and protein yield in Norwegian dairy cattle [J].
Andersen-Ranberg, IM ;
Klemetsdal, G ;
Heringstad, B ;
Steine, T .
JOURNAL OF DAIRY SCIENCE, 2005, 88 (01) :348-355
[4]  
[Anonymous], 2003, J DAIRY SCI, DOI DOI 10.3168/jds.S0022-0302(03)73866-1
[5]   Genetic analysis of male and female fertility using longitudinal binary data [J].
Averill, TA ;
Rekaya, R ;
Weigel, K .
JOURNAL OF DAIRY SCIENCE, 2004, 87 (11) :3947-3952
[6]   GENETIC-ANALYSIS OF CONCEPTION RATE IN FRENCH HOLSTEIN CATTLE [J].
BOICHARD, D ;
MANFREDI, E .
ACTA AGRICULTURAE SCANDINAVICA SECTION A-ANIMAL SCIENCE, 1994, 44 (03) :138-145
[7]   MIXED-MODEL ANALYSIS OF A CENSORED NORMAL-DISTRIBUTION WITH REFERENCE TO ANIMAL BREEDING [J].
CARRIQUIRY, AL ;
GIANOLA, D ;
FERNANDO, RL .
BIOMETRICS, 1987, 43 (04) :929-939
[8]   Economic aspects of persistency of lactation in dairy cattle [J].
Dekkers, JCM ;
Ten Hag, JH ;
Weersink, A .
LIVESTOCK PRODUCTION SCIENCE, 1998, 53 (03) :237-252
[9]   Genetic and phenotypic parameters for 305-day yield, fertility, and survival in Holsteins [J].
Dematawewa, CMB ;
Berger, PJ .
JOURNAL OF DAIRY SCIENCE, 1998, 81 (10) :2700-2709
[10]   A Bayesian analysis of mixed survival models [J].
Ducrocq, V ;
Casella, G .
GENETICS SELECTION EVOLUTION, 1996, 28 (06) :505-529