Don't Do Imputation: Dealing with Informative Missing Values in EHR Data Analysis

Jia Li, Mengdie Wang, Michael S. Steinbach, Vipin Kumar, György J. Simon. Don't Do Imputation: Dealing with Informative Missing Values in EHR Data Analysis. In Xindong Wu 0001, Yew-Soon Ong, Charu C. Aggarwal, Huanhuan Chen, editors, 2018 IEEE International Conference on Big Knowledge, ICBK 2018, Singapore, November 17-18, 2018. pages 415-422, IEEE Computer Society, 2018. [doi]

@inproceedings{LiWSKS18,
  title = {Don't Do Imputation: Dealing with Informative Missing Values in EHR Data Analysis},
  author = {Jia Li and Mengdie Wang and Michael S. Steinbach and Vipin Kumar and György J. Simon},
  year = {2018},
  doi = {10.1109/ICBK.2018.00062},
  url = {https://doi.org/10.1109/ICBK.2018.00062},
  researchr = {https://researchr.org/publication/LiWSKS18},
  cites = {0},
  citedby = {0},
  pages = {415-422},
  booktitle = {2018 IEEE International Conference on Big Knowledge, ICBK 2018, Singapore, November 17-18, 2018},
  editor = {Xindong Wu 0001 and Yew-Soon Ong and Charu C. Aggarwal and Huanhuan Chen},
  publisher = {IEEE Computer Society},
  isbn = {978-1-5386-9125-0},
}