Sentence examples for proper likelihood from inspiring English sources

It is clear that this becomes an issue when it comes to parameter non-identifiability where the data contains insufficient information about a specific parameter in order to result in a proper likelihood for that parameter.

However, it should be possible to evaluate the likelihood of the sequence data given the model and its parameterization for γ-MYN compared to simpler models and to evaluate the performance of the models with AIC, even if the methods are approximate rather than proper likelihood estimates.

The proper log-likelihood function to observe the data set given the survival function model is hence Maximizing this likelihood yields the correct life expectancies that are not biased due to the finite age of people entering the MONICA/KORA study.

Different strategies are based on a statistical sampling of search space by ad-hoc Monte Carlo methods [ Liu, 2002], such as the so-called Gibbs sampling method [ Lawrence et al. 1993], or by maximization of proper scoring or likelihood functions.

Levy et al. (2001) showed that a time-stratified approach to choosing controls, such as sampling control days from the same month of the same year, avoided some subtle selection bias issues and resulted in a proper conditional logistic likelihood.

Sporadic sexual activity — fungas — actually reduces the likelihood of proper use.

To increase the likelihood of proper presentation on the assembled homotetrameric enzyme surface, the affibody moieties were linked to the N-terminus of the enzyme subunits via a heptapeptide linker sequence.

There is no proper assessment of the likelihood that the observed variations in the measured activity are simply due to experimental variations.

These experiments are quite laborious, time-consuming and the number of manipulations required to achieve proper quantification increased the likelihood of introducing error.

A Swedish study showed that undernutrition as such was seen as a "taboo" – a finding that possibly contributes to decreasing the likelihood of proper identification of undernutrition and provision of good nutritional care [ 3].

The efficiency of implementing in a cluster – covering 100 contiguous households rather than 100 randomly selected household scattered throughout the sample domain – increases the likelihood of proper implementation within a limited budget.