Semi-profiled distributed estimation for high-dimensional partially linear model.
Yajie BaoHaojie RenPublished in: Comput. Stat. Data Anal. (2023)
Keyphrases
- linear model
- high dimensional
- semi parametric
- least squares
- regression model
- linear models
- linear transformation
- linear transformations
- distributed systems
- regression trees
- additive model
- high dimensional data
- distributed environment
- nonlinear models
- variable selection
- similarity search
- low dimensional
- data points
- feature space
- high dimensionality
- peer to peer
- density estimation
- gaussian process
- dimension reduction
- multi agent