Abstract:
We find the exact $L_2$-small ball asymptotics for some Durbin processes. These processes are finite dimentional perturbations of the Brownian bridge $B(t)$ and naturally appear in statistics as limit ones when building goodness-of-fit tests of $\omega^2$-type for testing a sample for some distribution with estimated parameters. Earlier, in the work of Nazarov and Petrova, Kac–Kiefer–Wolfowitz processes (which correspond for testing normality) were considered, where a technique for obtaining asymptotics of oscillating integrals with a slowly varying amplitude was developed. Due to this, it is possible to calculate the asymptotics of small deviations for Durbin processes for certain distributions (Laplace, logistic, Gumbel, gamma).
Key words and phrases:spectral asymptotics, Gaussian processes, small deviations.