Guarding against spurious discoveries in high dimensions

Mathematics

• Higher Dimensions 100%
• Asymptotic Distribution 100%
• Covariate 100%
• Spurious Correlation 100%
• Response Variable 100%
• Linear Models 50%
• Dimensional Data 50%
• Covariance 50%
• Null 50%
• Model Selection 50%
• Goodness of Fit Test 50%
• Coincides 50%
• Data Mining 50%
• Generalized Linear Model 50%

Keyphrases

• Binary Outcome 50%
• L1 Regression 50%
• Statistical Machine Learning 50%