Stronger instruments via integer programming in an observational study of late preterm birth outcomes
From MaRDI portal
Publication:1951518
DOI10.1214/12-AOAS582zbMath1454.62431arXiv1304.4066MaRDI QIDQ1951518
José R. Zubizarreta, Dylan S. Small, Neera K. Goyal, Paul R. Rosenbaum, Scott A. Lorch
Publication date: 6 June 2013
Published in: The Annals of Applied Statistics (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/1304.4066
integer programminginstrumental variablesensitivity analysisobservational studyequivalence testnonbipartite matchingattributable effectfine balanceoptimal subset matching
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Cites Work
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- Matching methods for causal inference: a review and a look forward
- The sensitivity of linear regression coefficients' confidence limits to the omission of a confounder
- Large sample confidence regions based on subsamples under minimal assumptions
- Using Statistics to Determine Causal Relationships
- Optimal Matching with Minimal Deviation from Fine Balance in a Study of Obesity and Surgical Outcomes
- Amplification of Sensitivity Analysis in Matched Observational Studies
- War and Wages
- Identification of Causal Effects Using Instrumental Variables
- Case-control studies: Assessing the effect of a confounding factor
- On the Failure of the Bootstrap for Matching Estimators
- On Estimation of the Survivor Average Causal Effect in Observational Studies When Important Confounders Are Missing Due to Death
- A new algorithm for the assignment problem
- Bias Reduction Using Mahalanobis-Metric Matching
- Dual and simultaneous sensitivity analysis for matched pairs
- A unifying approach for confidence intervals and testing of equivalence and difference
- Attributing Effects to Treatment in Matched Observational Studies
- The Logic of Inductive Inference
- Sensitivity Analysis for Equivalence and Difference in an Observational Study of Neonatal Intensive Care Units
- Building a Stronger Instrument in an Observational Study of Perinatal Care for Premature Infants
- Minimum Distance Matched Sampling With Fine Balance in an Observational Study of Treatment for Ovarian Cancer
- Large Sample Properties of Matching Estimators for Average Treatment Effects
- Maximum matching and a polyhedron with 0,1-vertices
- Sensitivity analysis for trend tests: application to the risk of radiation exposure
- Propensity Score Matching with Time‐Dependent Covariates
- ON THE z-TEST IN RANDOMIZED BLOCKS AND LATIN SQUARES
- Design of observational studies
- Combinatorial optimization. Theory and algorithms.
- Observational studies.