MixRF-package:
A random-forest-based algorithm for imputing clustered incomplete data
Description
This package offers random-forest-based functions to impute clustered incomplete data.
The package is tailored for but not limited to imputing multitissue expression data,
in which a gene's expression is measured on the collected tissues of an individual
but missing on the uncollected tissues.
Details
|
Package: |
| MixRF |
|
Type: |
| Package |
|
Version: |
| 1.0 |
|
Date: |
| 2016-04-05 |
|
License: |
| GPL |
|
LazyLoad: |
| yes |
References
Wang, J., Gamazon, E.R., Pierce, B.L., Stranger, B.E., Im, H.K., Gibbons, R.D., Cox, N.J., Nicolae, D.L. and Chen, L.S.
(2016) Imputing gene expression in uncollected tissues within and beyond GTEx. http://dx.doi.org/10.1016/j.ajhg.2016.02.020