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researcher

Heng Peng

13 papers hereh-index 213.1k citations59 works total

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

author position
  • sole author1
  • first author1
  • middle author7
  • last author4

Across the 13 of 13 papers where every author was matched, so the position is known.

fields
  • stat.ME10
  • math.ST1
  • stat.AP1
  • stat.ML1
same name
  • Heng Peng — 2 papers, h 1

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20042019
most citedNonconcave penalized likelihood with a diverging number of parameters

1.1k citations · 1.5k across the 13 of their papers we have counts for

collaborators
Showing 2017Show all

1 paper · 1 filter

stat.ME2017

Unsupervised Learning of Mixture Regression Models for Longitudinal Data

Peirong Xu, Heng Peng, Tao Huang

This paper is concerned with learning of mixture regression models for individuals that are measured repeatedly. The adjective "unsupervised" implies that the number of mixing comp…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.