Uncertainty Principles in Risk-Aware Statistical Estimation

Nikolas P. Koumpis, Dionysios S. Kalogerias

We present a new uncertainty principle for risk-aware statistical estimation, effectively quantifying the inherent trade-off between mean squared error ($\mse$) and risk, the latte…