Weighted Chernoff information and optimal loss exponent in context-sensitive hypothesis testing

Mark Kelbert, El'mira Yu. Kalimulina

We study binary hypothesis testing for i.i.d. observations under a multiplicative context weight. For the optimal weighted total loss, defined as the sum of weighted type-I and typ…