80 search results - page 2 / 16 » Robust imputation method for missing values in microarray da... |
BMCBI
2008
13 years 6 months ago
2008
Background: Gene expression data frequently contain missing values, however, most downstream analyses for microarray experiments require complete data. In the literature many meth...
BMCBI
2006
13 years 6 months ago
2006
Background: Missing value estimation is an important preprocessing step in microarray analysis. Although several methods have been developed to solve this problem, their performan...
CSDA
2010
13 years 6 months ago
2010
BMCBI
2007
13 years 6 months ago
2007
Background: DNA microarray experiments are conducted in logical sets, such as time course profiling after a treatment is applied to the samples, or comparisons of the samples unde...
CSDA
2011
12 years 9 months ago
2011
Imputation of missing values is one of the major tasks for data pre-processing in many areas. Whenever imputation of data from official statistics comes into mind, several (additi...