Mixing times of data-augmentation and collapsed Gibbs samplers for probit regression are bounded by eigenvalues of X Q0^{-1} X^T, with regimes of bounded and growing mixing as n and p grow.
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Mixing times of data-augmentation Gibbs samplers for high-dimensional probit regression
Mixing times of data-augmentation and collapsed Gibbs samplers for probit regression are bounded by eigenvalues of X Q0^{-1} X^T, with regimes of bounded and growing mixing as n and p grow.