Recent developments in high-dimensional inference for multivariate data: Parametric, semiparametric and nonparametric approaches.
Solomon W. HarrarXiaoli KongPublished in: J. Multivar. Anal. (2022)
Keyphrases
- recent developments
- multivariate data
- high dimensional
- semi parametric
- statistical inference
- recent advances
- low dimensional
- dimension reduction
- dimensionality reduction
- model selection
- high dimensional data
- neural network
- least squares
- principal components
- input space
- density estimation
- parametric models
- probabilistic model
- multivariate time series
- feature space
- support vector