Fast Robust Correlation for High-Dimensional Data

Keyphrases

• High-dimensional Data 100%
• Covariance Matrix 100%
• Robust Correlation 100%
• Product Moments 100%
• Covariance 50%
• Pearson Correlation 50%
• High Dimension 50%
• Genomic Data 50%
• Value Function 50%
• Low Variability 50%
• Mean Squared Error 50%
• Video Data 50%
• Multivariate Data Analysis 50%
• Mahalanobis Distance 50%
• Cellwise Outliers 50%
• Data Transformation 50%
• Positive Definite Matrix 50%
• Robust Estimator 50%
• Breakdown Value 50%
• Contaminated Data 50%
• Robustness to Outliers 50%
• Ultrahigh-dimensional Data 50%
• Influence Function 50%
• Color Video 50%

Mathematics

• Dimensional Data 100%
• Outlier 100%
• Covariance Matrix 66%
• Covariance 33%
• Data Transformation 33%
• Squared Error 33%
• Positive Semidefinite Matrix 33%
• Principal Components 33%
• Higher Dimensions 33%
• Pearson Correlation 33%
• Mahalanobis Distance 33%
• Robust Estimator 33%
• Multivariate Analysis 33%
• Influence Function 33%

INIS

• data 100%
• correlations 100%
• matrices 42%
• dimensions 42%
• values 14%
• errors 14%
• yields 14%
• color 14%
• multivariate analysis 14%
• distance 14%
• transformations 14%
• data analysis 14%
• calculation methods 14%
• breakdown 14%