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Imke Mayer

6 papers hereh-index 6355 citations13 works total

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

author position
  • first author3
  • middle author2

Across the 5 of 6 papers where every author was matched, so the position is known.

fields
  • stat.ME6
same name
  • Imke Mayer — 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
20192025
most citedMissDeepCausal: Causal Inference from Incomplete Data Using Deep Latent Variable Models

6 citations · 8 across the 4 of their papers we have counts for

collaborators
Showing 2019Show all

2 papers · 1 filter

stat.ME2019

Doubly robust treatment effect estimation with missing attributes

Imke Mayer, Erik Sverdrup, Tobias Gauss +3

Missing attributes are ubiquitous in causal inference, as they are in most applied statistical work. In this paper, we consider various sets of assumptions under which causal infer…

stat.ME2019

R-miss-tastic: a unified platform for missing values methods and workflows

Imke Mayer, Aude Sportisse, Julie Josse +2

Missing values are unavoidable when working with data. Their occurrence is exacerbated as more data from different sources become available. However, most statistical models and vi…

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