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To Impute or not to Impute? Missing Data in Treatment Effect Estimation
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To Impute or not to Impute? Missing Data in Treatment Effect Estimation

International Conference on Artificial Intelligence and Statistics (AISTATS), 2022
4 February 2022
Jeroen Berrevoets
F. Imrie
T. Kyono
James Jordon
M. Schaar
ArXiv (abs)PDFHTMLGithub (5★)

Papers citing "To Impute or not to Impute? Missing Data in Treatment Effect Estimation"

2 / 2 papers shown
Accounting For Informative Sampling When Learning to Forecast Treatment
  Outcomes Over Time
Accounting For Informative Sampling When Learning to Forecast Treatment Outcomes Over TimeInternational Conference on Machine Learning (ICML), 2023
Toon Vanderschueren
Alicia Curth
Wouter Verbeke
M. Schaar
356
18
0
07 Jun 2023
Sharp Bounds for Generalized Causal Sensitivity Analysis
Sharp Bounds for Generalized Causal Sensitivity AnalysisNeural Information Processing Systems (NeurIPS), 2023
Dennis Frauen
Valentyn Melnychuk
Stefan Feuerriegel
CML
430
29
0
26 May 2023
1
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