A reweighted quasi-likelihood plus PCA projection estimator removes hidden-variable bias in multivariate GLMs, with convergence rates and Berry-Esseen bounds.
Thus, we have 1 n B(Z − ˜Z)(Z − ˜Z)T BT − B E h 1 n (Z − ˜Z)(Z − ˜Z)T i BT F = Op M p r K n
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G-HIVE: Parameter Estimation and Approximate Inference for Multivariate Response Generalized Linear Models with Hidden Variables
A reweighted quasi-likelihood plus PCA projection estimator removes hidden-variable bias in multivariate GLMs, with convergence rates and Berry-Esseen bounds.