Sentence examples for based on conditional independence from inspiring English sources

Despite differences in theoretical backgrounds and terminology, they can all be grouped into only three classes: constraint-based algorithms, that are based on conditional independence tests; score-based algorithms, that are based on goodness-of-fit scores; and hybrid algorithms, that combine the previous two approaches.

It firstly designs a draft of the real network, based on conditional independence tests and Maximum Information Coefficient, which helps in finding more correct dependent relationship between variables.

LCA derives clusters based on conditional independence assumptions applied to multivariate categorical data distributed as binomial or multinomial variables [ 16, 17].

One found a lower recall rate based on conditional recall.

The simulation process is also based on conditional probability theory.

Huang et al. (2016a) claimed that these results were generated by the "SMC" defined by Eq. (5), which is the simplified MCRF model based on the conditional independence assumption.

As with OLS, PSM relies on conditional independence (or the selection on observables assumption) that requires no selection on unobservables conditional on the observables.

As noted in Section 4, all our results rely on conditional independence and therefore should be interpreted with this assumption in mind.

Propensity score matching is based on two assumptions: conditional independence (CI) and common support (CS).

"Our identity is based on our independence," Fulci explains.

There are many ICA algorithms based on different independence criteria.