Sentence examples for a joint probabilistic model from inspiring English sources

A joint probabilistic model of mean wind speed Uw, significant wave height Hs and spectral peak period Tp in the northern North Sea is used to obtain the occurrence frequencies of representative environmental conditions (Johannessen, 2002).

A similar calculation was used in [46] in a joint probabilistic data association framework.

For example, a joint probabilistic description is needed to construct environmental contours for probabilistic structural reliability analyses.

Then a natural probabilistic model is to assume that Y has a joint distribution with mean function μ(t; θ) and a variance function σ(t; θ).

Instead of using cloning and mutation to generate new individuals, our algorithm builds a probabilistic model representing the joint probability distribution of the promising solutions and, subsequently, uses this model for sampling new solutions.

Thus a probabilistic model of the joint PDF is obtained and the PDF is factorized into a set of conditional distributions based on the dependence structure of the variables.

The third adjustment utilizes latent class analysis to estimate HRA cytology sensitivity and specificity from a probabilistic model including the joint binary distributions of the 3 indicator variables (referral cytology, HRA cytology, and HRA biopsy) and imposing the assumption that when the HRA biopsy is read as HSIL, the true disease state is considered to be known (no false positives).

We introduce a method for lineage tracing that allows the joint detection and linkage of the nuclei through a hierarchical probabilistic model.

PhyloWGS is based on a generative probabilistic model.

A Gaussian process is a nonparametric probabilistic model for performing inferences about sampled continuous functions.

Probabilistic latent semantics analysis (pLSA) added a sound probabilistic model to LSA.