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most citedEstimating Fisher Information Matrix in Latent Variable Models based on the Score Function

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stat.ME2023

Bootstrap test procedure for variance components in nonlinear mixed effects models in the presence of nuisance parameters and a singular Fisher Information Matrix

Tom Guédon, Charlotte Baey, Estelle Kuhn

We examine the problem of variance components testing in general mixed effects models using the likelihood ratio test. We account for the presence of nuisance parameters, i.e. the…