Sparse Variational Analysis of Linear Mixed Models for Large Data Sets
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It is increasingly common to be faced with longitudinal or multi-level data sets that have large numbers of predictors and/or a large sample size. Current methods of fitting and inference for mixed effects models tend to perform poorly in such settings. When t... ...