arrayImpute: Software for Exploratory Analysis and Imputation of Missing Values for Microarray Data.
- Author:
Eun Kyung LEE
1
;
Dankyu YOON
;
Taesung PARK
Author Information
1. Department of Clinical Pharmacology and Therapeutics, University of Ulsan, Seoul 138-736, Korea.
- Publication Type:Note
- Keywords:
imputation;
microarray data;
missing data
- From:Genomics & Informatics
2007;5(3):129-132
- CountryRepublic of Korea
- Language:English
-
Abstract:
arrayImpute is a software for exploratory analysis of missing data and imputation of missing values in microarray data. It also provides a comparative analysis of the imputed values obtained from various imputation methods. Thus, it allows the users to choose an appropriate imputation method for microarray data. It is built on R and provides a user-friendly graphical interface. Therefore, the users can easily use arrayImpute to explore, estimate missing data, and compare imputation methods for further analysis.
