Sentence examples for likelihood of fitting from inspiring English sources

We do this by using an Expectation-Maximization (EM) algorithm, iterating over the data in a manner that guarantees the increase of likelihood of fitting the data by the modeled distributions.

Moreover we note that our approach is similar to the likelihood ratio test method if we treat RSAD to be inversely related to the likelihood of fitting a model.

bLowest absolute log-likelihood of fitted model.

With the band looking backwards to go forwards the likelihood of them fitting onto a Beach Boys record was now slimmer than ever.

We will conduct logistic regression to analyze the association between the components of the intervention that were received (both the number and type) and the likelihood of FIT completion.

Since the latter definition is generally preferred to allow for location-specific variation of effects [ 44], we explored the 90th, 95th, and 99th percentile of full-year humidex values and chose the model that resulted in the maximum likelihood of fit with our data for this study based on the Akaike Information Criterion AICC) [ 5, 6, 33].

The number of events in this study was small and there was the likelihood of over fitting the model during analysis.

The harmonic mean method calculates an approximation of the marginal likelihood of a fitted model, while perplexity measures how well a fitted model can predict unseen data.

We also fitted a logit-log-skew-normal random effects mixture model on DAVIS data, however with the probit link the likelihood of the fitted model was higher than that with the logit link, though a likelihood ratio test could not be conducted as the models were not nested.

This software uses the iterative method of maximum likelihood to fit a regression between the log of insecticide concentration and the probit of mortality.

Change statistics are based on the simulated distribution of −2 log likelihood of the fitted model.