Simulations use Bayesian inference to provide probability distributions of parameters, which enable analysis of multiple minima and parameter correlation.
They do not directly provide probability estimates, these are calculated using an expensive five-fold cross-validation.
Transport properties are quantified using pulse field gradient (PFG) NMR measurements which provide probability distributions of molecular displacement over a set observation time (propagators), supplementing conventional permeability measurements.
Statistical analyses provide probability distributions for the dimensions, the perimeter, the area, the velocity and the direction of the movement for rainstorms.
As some (Q SAR models do not provide probability estimates, repeated validation can overcome this limitation, as described in the next section.
Furthermore, the count-based priors estimated from training material can be used to provide probability distributions for the sound events inside each context.
This is because they provide probability figures that lie between expected limits of 0 and 1, which sometimes is not achieved, with the LPM (Damodar 2004).
We provide Probability Distribution Functions for mean wave direction (θm), directional wave spreading, significant wave height (Hs), maximum wave height (Hmax), mean wave period (Tz) and, Hmax/Hs relationship based on four storm datasets.
To supplement the limited field data on A. gouldi, expert knowledge was elicited through surveys designed to provide probability values that described the strength of relationships between the habitat suitability of the species and three variables – elevation, upstream riparian condition and geomorphic condition – and credible intervals around those values.
BPB-PPMS is a novel general arginine and lysine methylation online tool and can provide probability information for prediction results other than that provided by MeMo.
To account for uncertainties associated with the principal diffusion direction, probabilistic fiber tracking methods which provide probability maps of fiber connectivity are also proposed [11] [15].
