139 citations · 725 across the 72 of their papers we have counts for
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math.ST2007
Convergence Rate of K-Step Maximum Likelihood Estimate in Semiparametric Models
Guang Cheng
We suggest an iterative approach to computing K-step maximum likelihood estimates (MLE) of the parametric components in semiparametric models based on their profile likelihoods. Th…
math.ST2007
The penalized profile sampler
Guang Cheng, Michael R. Kosorok
The penalized profile sampler for semiparametric inference is an extension of the profile sampler method (Lee, Kosorok and Fine, 2005) obtained by profiling a penalized log-likelih…