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LR developed the adjusted profile h-likelihood.
edgeR estimates a common dispersion based on the Cox-Reid adjusted profile likelihood and then applies an empirical Bayes method to estimate the per-gene dispersion [ 12, 26].
The dispersion components are estimated by maximizing the adjusted profile h-likelihood (21) where H is the Hessian matrix of the h-likelihood.
The h-likelihood concept can be applied when using DHGLM [ 35], in which the adjusted profile h-likelihood (APHL) is used to assess the significance of variance components.
As an indication of poor model fit, implementation of the animal model DHGLM gave a lower adjusted profile h-likelihood (see next section "Model selection") than an animal model without heterogeneity of residual variance.
Here, we showed that the adjusted profile h-likelihood (APHL) can be approximated from REML-output and used in combination with AIC to provide an efficient model selection tool.
The adjusted profile for older adults using a walking aid suggests that their lower overall physical activity may be partly attributable to the lack of a second activity peak in the afternoon.
The h-likelihood itself is not an approximation but the adjusted profile h-likelihood given above is a first-order Laplace approximation to the marginal likelihood and gives excellent estimates for non-discrete distributions of y.
State of the art grass courses are designed to cater for climates varying from monsoonal to desert conditions, meeting local environmental conditions by adjusting the profile (materials between the grass surface layer and the drains below) to dictate infiltration rates.
This can be resolved to an extent by adjusting the profile supplied to the queue model, as described later.
Of these six options, adjusting the profile methodology and the regulation of smart meters are no-regret options that can be implemented immediately.
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