2 papers
math.ST2026
Nonparametric spectral density estimation using interactive mechanisms under local differential privacy
Cristina Butucea, Karolina Klockmann, Tatyana Krivobokova
We study the problem of estimating the spectral density of a centered stationary Gaussian time series under local differential privacy constraints. Specifically, we propose new int…
math.ST2024
On Second-Order Statistics of the Log-Average Periodogram for Gaussian Processes
Karolina Klockmann, Tatyana Krivobokova
We present an approximate expression for the covariance of the log-average periodogram for a zero mean stationary Gaussian process. Our findings extend the work of [1] on the covar…