Applications in survival analysis.
Survival or failure time traits such as herd life and days open are both important economically and pose a number of challenges to an analysis based on linear mixed models. The main features of a survival trait are that it is the time until some event occurs, and some of the observations are censored. Survival models and the associated estimation procedures provide a flexible means of modeling survival traits. In this paper I will discuss the application of survival analysis based on the Weibull distribution. The components that make up a survival model will be presented along with their interpretation. Issues related to the model construction and estimation will be presented.
Kachman
S D
SD
Department of Biometry, University of Nebraska-Lincoln, Lincoln 68583-0712, USA.
D000818:Animals; D000829:Animals, Domestic; D001947:Breeding; D003612:Dairying; D016014:Linear Models; D011336:Probability; D016016:Proportional Hazards Models; D016019:Survival Analysis