Confounding adjustment methods for multi-level treatment comparisons under lack of positivity and unknown model specification-Reference-Cited by-同舟云学术

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Confounding adjustment methods for multi-level treatment comparisons under lack of positivity and unknown model specification

Published:2021-04-07 Issue: Volume: Page:1-23
ISSN:0266-4763
Container-title:Journal of Applied Statistics
language:en
Short-container-title:Journal of Applied Statistics

Author:

Diop S. Arona¹,Duchesne Thierry¹,G. Cumming Steven²,Diop Awa³,Talbot Denis³^ORCID

Affiliation:

1. Département de mathématiques et de statistique, Université Laval, Québec, Canada

2. Département des sciences du bois et de la forêt, Université Laval, Québec, Canada

3. Département de médecine sociale et préventive, Université Laval, Québec, Canada

Funder

Fonds de Recherche du Québec – Santé

Natural Sciences and Engineering Research Council of Canada

Publisher

Informa UK Limited

Subject

Statistics, Probability and Uncertainty,Statistics and Probability

Link

https://www.tandfonline.com/doi/pdf/10.1080/02664763.2021.1911966

Reference44 articles.

1. Large Sample Properties of Matching Estimators for Average Treatment Effects

2. Bias-Corrected Matching Estimators for Average Treatment Effects

3. Empirical models of forest fire initial attack success probabilities: the effects of fuels, anthropogenic linear features, fire weather, and management

4. The performance of different propensity-score methods for estimating relative risks

5. The performance of different propensity-score methods for estimating differences in proportions (risk differences or absolute risk reductions) in observational studies

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1. Evaluation and comparison of covariate balance metrics in studies with time‐dependent confounding;Statistics in Medicine;2024-07-30

2. The performance of marginal structural models for estimating risk differences and relative risks using weighted univariate generalized linear models;Statistical Methods in Medical Research;2024-04-24

3. Value-based comparison of ambulatory children with respiratory diseases in an emergency department and a walk-in clinic: a retrospective cohort study in Québec, Canada;BMJ Open;2024-04

4. A value-based comparison of the management of respiratory diseases in walk-in clinics and emergency departments;Canadian Journal of Emergency Medicine;2023-04-01

5. Prevalence of breast muscle myopathies (spaghetti meat, woody breast, white striping) and associated risk factors in broiler chickens from Ontario Canada;PLOS ONE;2022-04-15

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