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Mixed (aka multilevel or hierarchical) models are linear models that include both fixed effects and random effects. They are used to model longitudinal or nested data.

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Is there any regression allowing correlated values other than linear mixed model?

In genomics, nearby SNPs are in LD (correlated) with each other. It violates the independence assumption in linear models and are being treated as random effect in linear mixed model in a method estim …
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