FastKM
A Fast Multiple-Kernel Method Based on a Low-Rank Approximation
A computationally efficient and statistically rigorous fast Kernel Machine method for multi-kernel analysis. The approach is based on a low-rank approximation to the nuisance effect kernel matrices. The algorithm is applicable to continuous, binary, and survival traits and is implemented using the existing single-kernel analysis software 'SKAT' and 'coxKM'. 'coxKM' can be obtained from <https://github.com/lin-lab/coxKM>.
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
1.2 |
rolling source/ R- | FastKM_1.2.tar.gz |
15.5 KiB |
1.2 |
latest source/ R- | FastKM_1.2.tar.gz |
15.5 KiB |
1.2 |
2026-04-23 source/ R- | FastKM_1.2.tar.gz |
15.5 KiB |
1.2 |
2026-04-09 windows/windows R-4.5 | FastKM_1.2.zip |
87.5 KiB |