A robust non-parametric function fitting method is introduced. The estimate is motivated from the theory of M-estimation and of kernel estimation of regression functions. Consistency and asymptotic ...
We characterise priors which match, up to O(n-1), the posterior joint cumulative distribution function of multiple parametric functions with the corresponding frequentist cumulative distribution ...
A parametric family of distributions is a collection of distributions with a known form that is indexed by a set of quantities called parameters. Methods based on parametric distributions of normal, ...
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