K-nearest neighbor algorithm for imputing missing longitudinal prenatal alcohol data

Sania, A., Pini, N., Nelson, M. E., Myers, M. M., Shuffrey, L. C., Lucchini, M., Elliott, A. J., Odendaal, H. J., & Fifer, W. P. (2025). K-nearest neighbor algorithm for imputing missing longitudinal prenatal alcohol data. Advances in Drug and Alcohol Research, 4. https://doi.org/10.3389/adar.2024.13449
Authors:
Ayesha Sania
Nicolò Pini
Morgan E Nelson
Michael M Myers
Lauren C Shuffrey
Maristella Lucchini
Amy J Elliott
Hein J Odendaal
William P Fifer
Affiliated Authors:
Ayesha Sania
Nicolò Pini
Michael M Myers
Maristella Lucchini
William P Fifer
Columbia Affiliation:
Author Keywords:
data imputation
data missingness
k nearest neighbor
k-nn
machine learning
prenatal alcohol data
elink
Publication Type:
Article
Unique ID:
10.3389/adar.2024.13449
PMID:
39935524
DOI:
10.3389/adar.2024.13449
Journal:
Advances in Drug and Alcohol Research
Publication Date:
Data Source:
PubMed
Source Link:
View PubMed Record

Record Created: