The Gompertz-Makeham distribution
نویسندگان
چکیده
This work is about the Gompertz-Makeham distribution. The distribution has been applied plenty of times. The properties of the Gompertz-Makeham distribution investigated in this work are unimodality of the Gompertz-Makeham distribution and relationship between the median value and the mean residual life time of the Gompertz-Makeham distribution. For most of the realistic set of parameter values the function is unimodal but not for all. The example used in this work gives a set of parameter values for which the function is unimodal. The relationship between the median value and the mean life time, left after some given time, has also been investigated with truncation at fixed age S. A program for simulations of life time with the Gompertz-Makeham distribution has been written in Pascal. For the possibility to have estimators of the unknown parameters of the Gompertz-Makeham distribution the least square estimation has been applied by use of a program written in Pascal. Description of the least square estimation and also the method of Maximum Likelihood and the EMalgorithm are also included in this work. The estimators of parameters can also be obtained by use of the last two methods. For testing the hypothesis that extreme old ages follows the Gompertz-Makeham distribution a goodness of fit test has been applied to real demographic data. For this example the hypothesis that extreme old ages follows the Gompertz-Makeham distribution, with parameters estimated by use of the least square estimation, is rejected.
منابع مشابه
Stress-Strength and Ageing Intensity Analysis via a New Bivariate Negative Gompertz-Makeham Model
In Demography and modelling mortality (or failure) data the univariate Makeham-Gompertz is well-known for its extension of exponential distribution. Here, a bivariate class of Gompertz--Makeham distribution is constructed based on random number of extremal events. Some reliability properties such as ageing intensity, stress-strength based on competing risks are given. Also dependence properties...
متن کاملA model for antagonistic pleiotropic gene action for mortality and advanced age.
Association or linkage studies involving control and long-lived populations provide information on genes that influence longevity. However, the relationship between allele-specific differences in survival and the genetic structure of aging cohorts remains unclear. We model a heterogeneous cohort comprising several genotypes differing in age-specific mortality. In its most general form, without ...
متن کاملDietary restriction of rodents decreases aging rate without affecting initial mortality rate -- a meta-analysis.
Dietary restriction (DR) extends lifespan in multiple species from various taxa. This effect can arise via two distinct but not mutually exclusive ways: a change in aging rate and/or vulnerability to the aging process (i.e. initial mortality rate). When DR affects vulnerability, this lowers mortality instantly, whereas a change in aging rate will gradually lower mortality risk over time. Unrave...
متن کاملThe Accumulation Theory of Ageing
Lifespan distributions of populations of quite diverse species such as humans and yeast seem to surprisingly well follow the same empirical Gompertz-Makeham law, which basically predicts an exponential increase of mortality rate with age. This empirical law can for example be grounded in reliability theory when individuals age through the random failure of a number of redundant essential functi...
متن کاملWorldwide variation in life-span sexual dimorphism and sex-specific environmental mortality rates.
In all human populations mean life span of women generally exceeds that of men, but the extent of this sexual dimorphism varies across different regions of the world. Our purpose here is to study, using global demographic and environmental data, the general tendency of this variation and local deviations from it. We used data on male and female life history traits and environmental conditions f...
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:
دوره شماره
صفحات -
تاریخ انتشار 2011