Genomics Inform.
2007 Sep;5(3):129-132.
arrayImpute: Software for Exploratory Analysis and Imputation of Missing Values for Microarray Data
- Affiliations
-
- 1Department of Clinical Pharmacology and Therapeutics, University of Ulsan, Seoul 138-736, Korea.
- 2Interdisciplinary Program in Bioinformatics, Seoul National University, Seoul 151-921, Korea.
- 3Department of Statistics, Seoul National University, Seoul 151-921, Korea. tspark@stats.snu.ac.kr
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.
Keyword
- Full Text Links
-
- Actions
-
Cited
- CITED
-
- Close
- Share
-
- Similar articles
-
- The prevention and handling of the missing data
- Multiple Imputation Technique Applied to Appropriateness Ratings in Cataract Surgery
- The effect of missing levels of nesting in multilevel analysis
- Item non-response imputation in the Korea National Health and Nutrition Examination Survey
- Survival Analysis of Gastric Cancer Patients with Incomplete Data
