Correlation vs Regression: Both correlation and regression are two powerful tools of statistics and data analysis used to understand the relationships between variables. However, they serve ...

Automated or data-driven bandwidth selection methods tend to break down in the presence of correlated errors. While this problem has previously been studied in the fixed design setting for kernel ...

Caroline Carrico, Chris Gennings, David C. Wheeler, Pam Factor-Litvak, Characterization of Weighted Quantile Sum Regression for Highly Correlated Data in a Risk Analysis Setting, Journal of ...