Convergence of Luo and Tsai's iterative algorithm for estimation in proportional likelihood ratio models

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Luo & Tsai (2012, Biometrika) introduced the proportional likelihood ratio model. They proposed an iterative algorithm for the estimation of the baseline distribution function but did not establish its convergence. Here we provide a proof of convergence.

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