Author

Tabea Kossen

Berlin Institute of Health at Charité - Universitätsmedizin BerlinORCID 0000-0002-2986-0907Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 1

Signature Assays, Organisms & Methods

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Assay:electronic health records· 1 Organism:human· 1 Research Focus:imputation· 1 Approach:statistical model· 1

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Dietmar FreyiD· 1 shared Ivana GalinovićiD· 1 shared Jochen B. FiebachiD· 1 shared Michelle LivneiD· 1 shared Vince I. MadaiiD· 1 shared

Activity by Year

2019-2019 · peak 1/yr

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1 shared paperNeuroscience

Dietmar FreyORCID

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1 paper

Recent·Most cited

A framework for testing different imputation methods for tabular datasets

Tabea Kossen, Michelle Livne, Vince I. Madai, Ivana Galinović, Dietmar Frey, Jochen B. Fiebach

The paper develops a framework to test imputation methods on a clinical stroke dataset and finds that listwise deletion performs poorly, while the best method depends on the missing data mechanism.

bioRxiv · Sep 17, 2019 · PreprintNeuroscience