Abstract:
The paper considers the problem of a change-point detection for a sequence of random variables. We construct a $d$-optimal test guaranteeing the $d$-risk. The asymptotics of this test is obtained.
Keywords:change-point detection, $d$-a posteriori approach, $d$-warranty, $d$-optimality, weak convergence, functionals of the Wiener process.