summary.slapmeg

an object inheriting from classes <code>slapmeg</code>

object

further arguments to be passed to or from other methods, which will be ignored in this
function.

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Provides a summary of values estimated with SLaPMEG approach within <code>slapmeg</code>
and <code>pairslapmeg</code> objects.

summary

A self-contained hypothesis is tested for a given pathway of longitudinal omics. 'SlaPMEG' is a two-step procedure. First, a shared latent process mixed model is fitted over the longitudinal measures of omics in a pathway. This shared model allows deviation from the shared process at subject level (a random intercept, slope, or both per subject) and also at omic level (a random effect per omic). These random effects summarize the longitudinal trend of the observations which can be used to test for group differences using 'Globaltest' in the second step. If the pathway is large or the shared effect is small, the package fits a series of pairwise models and estimates the shared random effects based on them.

summary.slapmeg: Summary of `slapmeg` objects

Description

Usage

Arguments

Value

See Also