Developing practical recommendations for the use of propensity scores: Discussion of ‘A critical appraisal of propensity score matching in the medical literature between 1996 and 2003’ by Peter Austin, Statistics in Medicine

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  Crossref
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  Crossref
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  Crossref
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  Crossref
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  Wiley Online Library
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  Wiley Online Library
• Lisa-Mae S. Williams, Gail R. Walker, James W. Loewenherz, Louis T. Gidel, Association of Contrast and Acute Kidney Injury in the Critically Ill, Chest, 10.1016/j.chest.2019.10.005, (2019).
  Crossref
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  Crossref
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  Crossref
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  Wiley Online Library
• Nelson Lu, Yunling Xu, Lilly Q. Yue, Some Statistical Considerations in Design and Analysis for Nonrandomized Comparative Studies Using Existing Data as Controls for Medical Device Premarket Evaluation, Contemporary Biostatistics with Biopharmaceutical Applications, 10.1007/978-3-030-15310-6_15, (271-284), (2019).
  Crossref
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  Crossref
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  Crossref
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  Crossref
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  Crossref
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  Crossref
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  Crossref
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  Wiley Online Library
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  Wiley Online Library
• Jaehoon Lee, Todd D. Little, A practical guide to propensity score analysis for applied clinical research, Behaviour Research and Therapy, 10.1016/j.brat.2017.01.005, 98, (76-90), (2017).
  Crossref
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  Crossref
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  Crossref
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  Crossref
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  Wiley Online Library
• Rizwan Q. Attia, Graeme L. Hickey, Stuart W. Grant, Ben Bridgewater, James C. Roxburgh, Pankaj Kumar, Paul Ridley, Moninder Bhabra, Russell W. J. Millner, Thanos Athanasiou, Roberto Casula, Andrew Chukwuemka, Thasee Pillay, Christopher P. Young, Minimally Invasive Versus Conventional Aortic Valve Replacement, Innovations: Technology and Techniques in Cardiothoracic and Vascular Surgery, 10.1097/IMI.0000000000000236, 11, 1, (15-23), (2016).
  Crossref
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  Crossref
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  Wiley Online Library
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  Crossref
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  Crossref
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  Crossref
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  Wiley Online Library
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  Crossref
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  Crossref
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  Crossref
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  Crossref
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  Crossref
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  Crossref
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  Crossref
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  Crossref
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  Crossref
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  Crossref
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  Crossref
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  Crossref
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  Wiley Online Library
• L. Li, K. Kleinman, M. W. Gillman, A comparison of confounding adjustment methods with an application to early life determinants of childhood obesity, Journal of Developmental Origins of Health and Disease, 10.1017/S2040174414000415, 5, 6, (435-447), (2014).
  Crossref
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  Wiley Online Library
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  Crossref
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  Crossref
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  Crossref
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  Crossref
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  Wiley Online Library
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  Crossref
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  Wiley Online Library
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  Wiley Online Library
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  Wiley Online Library
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  Crossref
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  Crossref
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  Crossref
• I. Le Ray, S. Dabakuyo, G. Crehange, M. Bardou, L. Arnould, J. Fraisse, P. Fumoleau, B. Coudert, S. Causeret, P. Arveux, P. Maingon, F. Bonnetain, Neoadjuvant therapy for breast cancer has no benefits on overall survival or on the mastectomy rate in routine clinical practice. A population-based study with a median follow-up of 11years using propensity score matching, European Journal of Cancer, 10.1016/j.ejca.2012.03.020, 48, 15, (2300-2310), (2012).
  Crossref
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  Crossref
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  Crossref
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  Crossref
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  Crossref
• A. Witkowski, P. Maciejewski, W. Wasek, L. A. Malek, M. Niewada, B. Kaminski, J. Drzewiecki, M. Kosmider, J. Kubica, W. Ruzyllo, J. Z. Peruga, D. Dudek, G. Opolski, S. Dobrzycki, R. J. Gil, Influence of different antiplatelet treatment regimens for primary percutaneous coronary intervention on all-cause mortality, European Heart Journal, 10.1093/eurheartj/ehp114, 30, 14, (1736-1743), (2009).
  Crossref
• Guido W Imbens, Jeffrey M Wooldridge, Recent Developments in the Econometrics of Program Evaluation, Journal of Economic Literature, 10.1257/jel.47.1.5, 47, 1, (5-86), (2009).
  Crossref