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researcher

L. Dümbgen

22 papers hereh-index 282.7k citations119 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author1
  • first author14
  • middle author1
  • last author5

Across the 21 of 22 papers where every author was matched, so the position is known.

fields
  • math.ST14
  • stat.CO3
  • stat.ME3
  • math.PR1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20062022
most citedApproximation by log-concave distributions, with applications to regression

77 citations · 240 across the 21 of their papers we have counts for

collaborators
Showing stat.MEShow all

3 papers · 1 filter

stat.ME2013★ 5 cited

Maximum-Likelihood Estimation of a Log-Concave Density based on Censored Data

Lutz Duembgen, Kaspar Rufibach, Dominic Schuhmacher

We consider nonparametric maximum-likelihood estimation of a log-concave density in case of interval-censored, right-censored and binned data. We allow for the possibility of a sub…

stat.ME2013★ 4 cited

Inference on a Distribution Function from Ranked Set Samples

Lutz Duembgen, Ehsan Zamanzade

Consider independent observations (X1​,R1​), (X2​,R2​), \ldots, (Xn​,Rn​) with random or fixed ranks Ri​∈{1,2,…,k}, while conditional on Ri​=r, the random va…

stat.ME2011★ 10 cited

Stochastic Search for Semiparametric Linear Regression Models

Lutz Duembgen, Dominic Schuhmacher, Richard Samworth

This paper introduces and analyzes a stochastic search method for parameter estimation in linear regression models in the spirit of Beran and Millar (1987). The idea is to generate…

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