Novel multiplier bootstrap tests for high-dimensional data with applications to MANOVA.
Nilanjan ChakrabortyLyudmila SakhanenkoPublished in: Comput. Stat. Data Anal. (2023)
Keyphrases
- high dimensional data
- dimensionality reduction
- nearest neighbor
- low dimensional
- high dimensional
- high dimensionality
- similarity search
- data sets
- dimension reduction
- high dimensions
- subspace clustering
- data points
- original data
- hypothesis tests
- input space
- data analysis
- high dimensional datasets
- confidence intervals
- linear discriminant analysis
- text data
- high dimensional spaces
- manifold learning
- nonlinear dimensionality reduction
- clustering high dimensional data
- data distribution
- high dimensional data sets
- low dimensional structure
- dimensional data
- cross validation
- model selection
- input data
- clustering algorithm
- subspace learning
- variable selection
- principal component analysis
- image processing
- real world