A modified two-sample t-test based on permutation method for large-scale data.
Mohsen SalehiAdel MohammadpourMohammad MohammadiMina AminghafariPublished in: Commun. Stat. Simul. Comput. (2019)
Keyphrases
- test data
- synthetic data
- data sets
- input data
- statistical methods
- sample set
- prior knowledge
- large scale data sets
- missing data
- database
- correlation analysis
- statistical significance
- information loss
- data quality
- noisy data
- prior information
- statistical analysis
- random samples
- neural network
- high quality
- data analysis
- pairwise
- significant improvement
- high accuracy
- original data
- training data
- data structure
- computational complexity
- preprocessing
- cost function
- dynamic programming
- data distribution
- segmentation method
- computational cost
- knowledge discovery
- detection method
- image data
- data processing