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20042020
most citedTwo likelihood-based semiparametric estimation methods for panel count data with covariates

170 citations · 1k across the 48 of their papers we have counts for

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math.ST2016

Univariate log-concave density estimation with symmetry or modal constraints

Charles R. Doss, Jon A. Wellner

We study nonparametric maximum likelihood estimation of a log-concave density function which is known to satisfy further constraints, where either (a) the mode of i…

math.ST2016★ 36 cited

Multivariate convex regression: global risk bounds and adaptation

Qiyang Han, Jon A. Wellner

We study the problem of estimating a multivariate convex function defined on a convex body in a regression setting with random design. We are interested in optimal rates of converg…