jedazard
My research interests are in Big Data, Bump Hunting, Model Selection, and Deep Learning with applications in statistical biology and medicine.
Case Western Reserve University
Pinned Repositories
PRIMsrc
Bump Hunting by Patient Rule Induction Method for Survival, Regression and Classification in a multivariate setting and in high-dimensional data
IRSF
Interaction Random Survival Forest (IRSF): an ensemble survival tree approach to reveal variable interactions in association with time-to-events outcomes
MVR
Mean-Variance Regularization: a non-parametric method for joint adaptive mean-variance regularization and variance stabilization of high-dimensional data
superpc
Supervised Principal Components
dpGSEA
Drug Perturbation Gene Set Enrichment Analysis
CRNA
Integrative Network Analysis Discovers Causal Regulatory Network of System Level Measurements
drug_targeting
CRNA
Causal Regulatory Network Analysis
jedazard's Repositories
jedazard/CRNA
Integrative Network Analysis Discovers Causal Regulatory Network of System Level Measurements
jedazard/dpGSEA
Drug Perturbation Gene Set Enrichment Analysis
jedazard/superpc
Supervised Principal Components
jedazard/MVR
Mean-Variance Regularization: a non-parametric method for joint adaptive mean-variance regularization and variance stabilization of high-dimensional data
jedazard/IRSF
Interaction Random Survival Forest (IRSF): an ensemble survival tree approach to reveal variable interactions in association with time-to-events outcomes
jedazard/PRIMsrc
Bump Hunting by Patient Rule Induction Method for Survival, Regression and Classification in a multivariate setting and in high-dimensional data