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From this example, it is shown that applying a link adaptation mechanism cannot completely get rid of the effect of diverse link qualities at most of the time due to limited MCSs available.
Generalized linear models (GLM) are commonly used to analyse binary data, where the expected value of the binary response variable is linked to the explanatory variables (traits) by a linear equation after applying a link function [ 9].
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Under certain assumptions on f ( x, t ) and g ( x, t ), but without the usual (AR) condition, we prove that the problem has at least one positive strong pair solution ( u, v ) (see Definition 1.4 below) by applying a linking theorem for strong indefinite functional.
We applied a linked model design to Lake of the Woods (LOW) as a case study, using output from hydrodynamic, mass balance and empirical models to predict spatial differences in nutrients (total phosphorus (TP)), and algal and cyanobacterial standing stock (chlorophyll-a (chla), biovolume-derived biomass and cyanobacterial dominance).
The NYCHP integrates the work of health professionals with the work of air quality modelers and climate scientists and applies a linked model system to project regional mortality for a major metropolitan area of the United States.
Secondly, the level of cost conditional on having positive costs was predicted using a generalized linear regression model (GLM), applying a log link function and assuming an inverse Gaussian distribution.
By applying a generalized linking theorem for the strongly indefinite functionals developed recently by Bartsch and Ding [31] (also see [32, 33]), the authors obtained the infinitely many geometrically distinct solutions under different assumptions.
Its chains are not very strong, though, so the next step is applying a product that links them together.
We applied a logarithmic link function in the GLM model, Eq. 4.
In this model, we apply a logit link function and a binomial response distribution (similar to logistic regression) to predict the dependent variable, HBsAg positivity.
To map the domain of definition of the firing rate ([0, ∞]) onto the domain of definition of the turn probability ([0, 1]), we applied a logit link function (Myers et al., 2002).
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