5 citations · 13 across the 12 of their papers we have counts for
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Uniformly Valid Inference Based on the Lasso in Linear Mixed Models
Peter Kramlinger, Ulrike Schneider, Tatyana Krivobokova
Linear mixed models (LMMs) are suitable for clustered data and are common in biometrics, medicine, survey statistics and many other fields. In those applications, it is essential t…
Threshold Selection in Univariate Extreme Value Analysis
Laura Fee Schneider, Andrea Krajina, Tatyana Krivobokova
Threshold selection plays a key role for various aspects of statistical inference of rare events. Most classical approaches tackling this problem for heavy-tailed distributions cru…
Adaptive Non-parametric Estimation of Mean and Autocovariance in Regression with Dependent Errors
Tatyana Krivobokova, Paulo Serra, Francisco Rosales +1
Gaussian processes that can be decomposed into a smooth mean function and a stationary autocorrelated noise process are considered and a fully automatic nonparametric method to sim…
Asymptotic Distribution and Simultaneous Confidence Bands for Ratios of Quantile Functions
Fabian Dunker, Stephan Klasen, Tatyana Krivobokova
Ratio of medians or other suitable quantiles of two distributions is widely used in medical research to compare treatment and control groups or in economics to compare various econ…