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Characterizing and Managing Missing Structured Data in Electronic Health Records: Data Analysis

Characterizing and Managing Missing Structured Data in Electronic Health Records: Data Analysis

Of the methods that had the lowest error in the MCAR, MAR, and MNAR simulations we found 3 (soft Impute, MICE col (fancyimpute), MICE norm.pred (R)) to have minimal variation between imputations.

Brett K Beaulieu-Jones, Daniel R Lavage, John W Snyder, Jason H Moore, Sarah A Pendergrass, Christopher R Bauer

JMIR Med Inform 2018;6(1):e11


Same-Day Counseling: Study Protocol for the Evaluation of a New Mental Health Service

Same-Day Counseling: Study Protocol for the Evaluation of a New Mental Health Service

The BASIS-24 displays excellent psychometric properties in outpatient samples (eg, internal consistency alpha =.70-.81; concurrent validity r=.59-.82) [25,26].

Victoria Ewen, Aislin R Mushquash, Kathleen Bailey, John M Haggarty, Sumeet Dama, Christopher J Mushquash

JMIR Res Protoc 2016;5(1):e22