Jd. Sorensen et I. Enevoldsen, SENSITIVITY WEAKNESSES IN APPLICATION OF SOME STATISTICAL DISTRIBUTIONS IN 1ST-ORDER RELIABILITY METHODS, Structural safety, 12(4), 1993, pp. 315-325
It has been observed and shown that in some examples a sensitivity ana
lysis of the first order reliability index results in increasing relia
bility index, when the standard deviation for a stochastic variable is
increased while the expected value is fixed. This unfortunate behavio
ur can occur when a stochastic variable is modelled by an asymmetrical
density function. For lognormally, Gumbel and Weibull distributed sto
chastic variables it is shown for which combinations of the beta-point
, the expected value and standard deviation the weakness can occur. In
relation to practical application the behaviour is probably rather in
frequent. A simple example is shown as illustration and to exemplify t
hat for second order reliability methods and for exact calculations of
the probability of failure this behaviour is much more infrequent.