Because each kernel is a density the resulting estimate is a true probability density function itself".
The approach is only valid if the physician's estimate is a true probability, reasonably accurate and unbiased.
The approach means that users are submitting a true probability based on their previous performance, but may not execute at this probability due to changes in market demand.
Elsewhere it is implied that it is not a true probability-based sampling method due to the higher probability for selection of the centrally-located households [ 43].
Another noteworthy strength of the Bayesian method is that the confidence intervals can be interpreted as probabilities as they are based on a true probability function.
The KL-divergence is a natural distance measure from a "true" probability distribution P to an arbitrary probability distribution Q.
The estimated values of the parameters after taking into account the data and the prior information are known as posterior distributions, representing a true probability density for the parameters of interest.
The parameters of the classical F-S model include Θ = m 1, m 2, …, m K, u 1, u 2, …, u K, π where the m-probabilities are the probability of field agreement given the record pair is a true match, and the u-probabilities are the probabilities of field agreement given the record is a true non-match.
Based on age and crude ER, LR estimated from true non-carriers in BCAC, of 41,515 BCAC cases whose genetic status was unknown, 34,869 (84%) had posterior probabilities of being a true BRCA1/2-negative case greater than 0.95, with the minimum posterior probability being 0.89.
For each 50-kb window, we calculate θ per site as follows: for each alignment segment of length L with a constant coverage, the number of segregating sites were estimated as the sum of the posterior probability of all putative SNPs, effectively weighting each observed SNP by the probability it is a true positive.
