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Zeitschriftenartikel
Faisal, Shahla und Tutz, Gerhard
(2022):
Nearest neighbor imputation for categorical data by weighting of attributes.
In: Information Sciences, Bd. 592: S. 306-319
Faisal, Shahla und Heumann, Christian
(2022):
Bootstrap inference for weighted nearest neighbors imputation.
In: Communications in Statistics: Simulation and Computation, Bd. 51, Nr. 6: S. 2842-2857
Zahid, Faisal Maqbool; Faisal, Shahla und Heumann, Christian
(2021):
Multiple imputation with compatibility for high-dimensional data.
In: PloS one 16(7), e0254112 [PDF, 976kB]
In: PloS one 16(7), e0254112 [PDF, 976kB]
Faisal, Shahla und Tutz, Gerhard
(2021):
Imputation methods for high-dimensional mixed-type datasets by nearest neighbors.
In: Computers in Biology and Medicine, Bd. 135, 104577
Faisal, Shahla und Tutz, Gerhard
(2021):
Multiple imputation using nearest neighbor methods.
In: Information Sciences, Bd. 570: S. 500-516
Faisal, Shahla und Heumann, Christian
(2019):
Bootstrap inference for weighted nearest neighbors imputation.
In: Communications in Statistics-Simulation and Computation
Zahid, Faisal Maqbool; Faisal, Shahla und Heumann, Christian
(2019):
Variable selection techniques after multiple imputation in high-dimensional data.
In: Statistical Methods and Applications
Faisal, Shahla und Tutz, Gerhard
(2017):
Missing value imputation for gene expression data by tailored nearest neighbors.
In: Statistical Applications in Genetics and Molecular Biology, Bd. 16, Nr. 2: S. 95-106