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Implementation of G-computation on a simulated data set: demonstration of a causal inference technique.

, , and . American journal of epidemiology, 173 (7): 731-8 (April 2011)6073<m:linebreak></m:linebreak>JID: 7910653; aheadofprint;.
DOI: 10.1093/aje/kwq472

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Implementation of G-computation on a simulated data set: demonstration of a causal inference technique., , and . American journal of epidemiology, 173 (7): 731-8 (April 2011)6073<m:linebreak></m:linebreak>JID: 7910653; aheadofprint;.Classifying Lung Cancer Severity with Ensemble Machine Learning in Health Care Claims Data., , , , and . MLHC, volume 68 of Proceedings of Machine Learning Research, page 25-38. PMLR, (2017)Identifying Undercompensated Groups Defined By Multiple Attributes in Risk Adjustment., and . CoRR, (2021)Modelling the network of cell cycle transcription factors in the yeast Saccharomyces cerevisiae., , , , and . BMC Bioinform., (2006)Targeted Learning for Variable Importance.. Handbook of Big Data, Chapman and Hall/CRC, (2016)Ethics methods are required as part of reporting guidelines for artificial intelligence in healthcare., , , , , , , , , and . Nat. Mach. Intell., 4 (4): 316-317 (2022)Why Machine Learning Cannot Ignore Maximum Likelihood Estimation., and . CoRR, (2021)Fair Regression for Health Care Spending., and . CoRR, (2019)Ethical Machine Learning in Health Care., , , , , and . CoRR, (2020)A call for better validation of opioid overdose risk algorithms., , , , , and . J. Am. Medical Informatics Assoc., 30 (10): 1741-1746 (September 2023)