Analysis of incomplete and inconsistent clinical survey data

Author:

Arslanturk SuzanORCID,Siadat Mohammad-Reza,Ogunyemi Theophilus,Killinger Kim,Diokno Ananias

Funder

National Institutes of Health

Publisher

Springer Science and Business Media LLC

Subject

Artificial Intelligence,Hardware and Architecture,Human-Computer Interaction,Information Systems,Software

Reference21 articles.

1. Ambler G, Omar RZ, Royston P (2007) A comparison of imputation techniques for handling missing predictor values in a risk model with a binary outcome. Stat Methods Med Res 16:277–298

2. Arslanturk S, Siadat MR, Ogunyemi T, Sethi I, Diokno A (2011) Comparison of feature selection techniques using fully controlled simulation based datasets. In: 2nd international conference on information management and evaluation, Toronto, Canada, pp 18–23

3. Beale EML, Little RJA (1975) Missing values in multivariate analysis. J R Stat Soc 37:129–145

4. Cohen WW (1995) Fast effective rule induction. In: Twelfth international conference on machine learning, Lake Tahoe, CA, pp 115–123

5. Dillman DA, Baxter LC, Jackson A (1999) Skip-pattern compliance in three test forms: a theoretical and empirical evaluation. The social and economic sciences research center technical report number: 99-01

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