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researcher

M. Song

9 papers hereh-index 7121.8k citations485 works total

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

author position
  • first author6
  • middle author2

Across the 8 of 9 papers where every author was matched, so the position is known.

fields
  • cs.CL6
  • cs.CV1
  • cs.LG1
  • stat.AP1
same name
  • M. Song — 153 papers, h 49
  • M. Song — 56 papers
  • M. Song — 21 papers, h 12
  • M. Song — 21 papers, h 9
  • M. Song — 13 papers, h 7
  • M. Song — 11 papers

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
20212023
most citedThe Missing Covariate Indicator Method is Nearly Valid Almost Always

35 citations · 54 across the 9 of their papers we have counts for

collaborators
Showing stat.APShow all

1 paper · 1 filter

stat.AP2021★ 35 cited

The Missing Covariate Indicator Method is Nearly Valid Almost Always

Gang Xu, Mingyang Song, Xin Zhou +3

Background: Although the missing covariate indicator method (MCIM) has been shown to be biased under extreme conditions, the degree and determinants of bias have not been formally…

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