Sentence examples for using a point estimate from inspiring English sources

In this contribution, instead of using a point estimate, we consider a Monte Carlo-based marginalization drawing L samples from the joint posterior given by (38) and (39).

However, significant differences can occur between satellite and in-situ estimates solely due to differences in scale between the measurements; these differences can be viewed as 'representativeness errors' in the in-situ product, caused by using a point estimate to represent a large-scale spatial average.

Score 1: The score based on the integration over the x factors distributions is a marginalization using a point estimate of the class m s, integrated only over the x factors, when the statistics are centered around the point estimate m s as defined in [36].

104 neutral simulations were performed using a point estimate of θ based on the observed data.

Chemotherapy unit costs were calculated using a point estimate body surface area of 1.7 m.

However, prior work has shown that results are very similar to using a point estimate [ 14], which is what we use here.

In [25], we proposed to use a point estimate for γ k,i and τ k,i from a single observation using their posterior marginals.

Specifically, we show that the first-order approximation, which uses a point estimate to calculate the mean, can reduce the cost by two to three orders of magnitude, but may introduce relatively large error in the solution.

Two types of estimates of a population parameter can be used: a point estimate and an interval estimate.

18 25 Estimates of the attributable mortality of CLABSI ranged from 14%to40%0%. 5 6 26 27 We used a point estimate of 15%.

For that reason, we use a point estimate of the marginal likelihood by means of the EM algorithm.