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20072026
most citedA convex pseudo-likelihood framework for high dimensional partial correlation estimation with convergence guarantees

118 citations · 351 across the 40 of their papers we have counts for

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math.ST2012★ 42 cited

A spectral analytic comparison of trace-class data augmentation algorithms and their sandwich variants

Kshitij Khare, James P. Hobert

The data augmentation (DA) algorithm is a widely used Markov chain Monte Carlo algorithm that is easy to implement but often suffers from slow convergence. The sandwich algorithm i…