42 citations · 80 across the 5 of their papers we have counts for
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stat.ME2016
Robust Bayesian Reliability for Complex Systems under Prior-Data Conflict
Gero Walter, Frank P. A. Coolen
In reliability engineering, data about failure events is often scarce. To arrive at meaningful estimates for the reliability of a system, it is therefore often necessary to also in…
stat.ME2016★ 5 cited
Sets of Priors Reflecting Prior-Data Conflict and Agreement
Gero Walter, Frank P. A. Coolen
In Bayesian statistics, the choice of prior distribution is often debatable, especially if prior knowledge is limited or data are scarce. In imprecise probability, sets of priors a…
stat.ME2016★ 32 cited
Bayesian Nonparametric System Reliability using Sets of Priors
Gero Walter, Louis J. M. Aslett, Frank P. A. Coolen
An imprecise Bayesian nonparametric approach to system reliability with multiple types of components is developed. This allows modelling partial or imperfect prior knowledge on com…