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Hyunseung Kang

26 papers hereh-index 182.8k citations61 works total

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

author position
  • first author9
  • middle author7
  • last author10

Across the 26 of 26 papers where every author was matched, so the position is known.

fields
  • stat.ME19
  • stat.AP5
  • math.ST2
same name
  • Hyunseung Kang — 4 papers, h 2
  • Hyunseung Kang — 2 papers, h 1
  • Hyunseung Kang — 2 papers, h 2
  • Hyunseung Kang — 1 paper
  • Hyunseung Kang — 1 paper, 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
20142022
most citedEstimating Treatment Effects using Multiple Surrogates: The Role of the Surrogate Score and the Surrogate Index

53 citations · 172 across the 26 of their papers we have counts for

collaborators
Showing 2014Show all

2 papers · 1 filter

stat.AP2014★ 3 cited

Full Matching Approach to Instrumental Variables Estimation with Application to the Effect of Malaria on Stunting

Hyunseung Kang, Benno Kreuels, Jürgen May +1

Most previous studies of the causal relationship between malaria and stunting have been studies where potential confounders are controlled via regression-based methods, but these s…

stat.ME2014★ 2 cited

Instrumental Variables Estimation with Some Invalid Instruments and its Application to Mendelian Randomization

Hyunseung Kang, Anru Zhang, T. Tony Cai +1

Instrumental variables have been widely used for estimating the causal effect between exposure and outcome. Conventional estimation methods require complete knowledge about all the…

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