Title :
Generic parameterization of lifetime distributions
Author_Institution :
AT&T Bell Lab., Murray Hill, NJ, USA
fDate :
7/1/1989 12:00:00 AM
Abstract :
In statistics and in reliability it is conventional to define a set of parameters for each cumulative distribution function. In contrast, here the use of generic parameters is considered. In particular, the standard deviation of the natural logarithm of the lifetime and the median of the lifetime are shown to be attractive generic parameters for semiconductor-device lifetimes. These two generic parameters are then evaluated for Weibull, exponential, lognormal, and nonparametric representations of the lifetime distribution
Keywords :
carrier lifetime; semiconductor device models; Weibull; cumulative distribution function; exponential; generic parameters; lifetime distributions; lognormal; natural logarithm; nonparametric representations; reliability; semiconductor-device lifetimes; standard deviation; statistics; Acceleration; Degradation; Distribution functions; Exponential distribution; Poles and towers; Semiconductor device measurement; Semiconductor devices; Statistical distributions; Stress; Weibull distribution;
Journal_Title :
Electron Devices, IEEE Transactions on