Sentence examples for canonical link from inspiring English sources

The procedure is based on the maximum quasi-likelihood estimate and without assuming canonical link functions for generalized linear models.

Clicking through provides a canonical link to a news story about the trend, as well as mentions by your friends and other news outlets.

The degrees of belief are stored in a storage-efficient manner in a data structure called a canonical link matrix [17].

The simulated data was generated according to a Poisson regression model with canonical link (log) and three predictors with intercept i.e. ({ log }mu_{i} = beta_{0} + beta_{1} X_{i1} + beta_{2} X_{i2} + beta_{3} X_{i3}).

We conjecture that this is because the natural (canonical) link function for a Gaussian family distribution, especially with small samples, is an identity one – not to mention the precision losses from GLM in the face of heavy-tailed residuals.

The help ratio (normal distribution) and submission ratio (gamma distribution with the canonical link power -1), see [55]) were analysed with GEE (n = 50 groupower -1

Examples using logistic and Poisson regression models with their canonical links are used to demonstrate the benefits of the FDS plots.

Pointing users toward Google domains instead of canonical links limits a publisher's opportunities to drive further engagement by keeping a user on-site, hindering things like newsletter signups and subscription services that can be powerful monetization options for publishers.

The use of different link functions to obtain a particular measure of effect, is an established technique in binomial regression, where the use of non-canonical links, such as the logarithm, allows to obtain adjusted measures of impact different from the odds ratio, [ 1, 38].

We used generalized linear models with a binomial distribution function and the canonical log link to calculate each compound probability of activity from the scores obtained by the compounds in a virtual screening experiment.

This variable was analyzed with a generalized linear model including test host, host species of origin, and their interaction, with an exponential distribution and canonical (reciprocal) link function.