Nearest-neighbor Projected-Distance Regression (NPDR) for detecting network interactions with adjustments for multiple tests and confounding.
Trang T. LeBryan A. DawkinsBrett A. McKinneyPublished in: Bioinform. (2020)
Keyphrases
- nearest neighbor
- distance function
- high dimensional
- knn
- peer to peer
- path length
- k nearest neighbor
- high dimensional data
- multiple types
- nearest neighbor search
- radial basis function network
- distance metric
- regression model
- minimum distance
- causal interactions
- least squares
- high dimensional data streams
- network structure
- small world
- partial least squares
- gaussian processes
- network model
- distance transform
- communication networks
- computer networks
- data sets
- anomaly detection
- model selection
- bayesian networks