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Michael M. Myers

Columbia University - Irving Medical Center

Department of Medicine

William Black Building, 8th Floor BB8-801C

New York, NY NY 10032

United States

  • Columbia University - Irving Medical Center

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The K Nearest Neighbor Algorithm for Imputation of Missing Longitudinal Prenatal Alcohol Data

Number of pages: 29 Posted: 24 Mar 2022
Ayesha Sania, Nicolo Pini, Morgan Nelson, Michael M. Myers, Lauren C. Shuffrey, Maristella Lucchini, Amy J. Elliott, Hein J. Odendaal and William Fifer
Columbia University - Department of Psychiatry, Columbia University, affiliation not provided to SSRN, Columbia University - Irving Medical Center, Columbia University - Department of Psychiatry, Columbia University - Department of Psychiatry, University of South Dakota - Department of Pediatrics, Stellenbosch University and Columbia University - Department of Psychiatry
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Abstract:

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k Nearest Neighbor, k-NN, Machine Learning, Data Missingness, Data Imputation, Prenatal Alcohol Consumption, Longitudinal Alcohol Consumption