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Comparison of imputation and imputation-free methods for statistical analysis of mass spectrometry data with missing data.
Sandra L. Taylor
Matthew Ponzini
Machelle Wilson
Kyoungmi Kim
Published in:
Briefings Bioinform. (2022)
Keyphrases
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missing data
missing values
statistical analysis
incomplete data
multiple imputation
data imputation
structure from motion
imputation methods
statistical methods
matrix factorization
low rank
mass spectrometry data
data sets
k nearest neighbour
high dimensional data
clustering algorithm
data mining