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Bayesian nonparametric inference for the covariate-adjusted ROC curve
Accurate diagnosis of disease is of fundamental importance in clinical practice and medical research. Before a medical diagnostic test is routinely used in practice, its ability to distinguish between diseased and nondiseased ...
On the estimation of variance parameters in non-standard generalised linear mixed models: Application to penalised smoothing
We present a novel method for the estimation of variance parameters in generalised linear mixed models. The method has its roots in Harville (1977)'s work, but it is able to deal with models that have a precision matrix ...