This paper focuses on hypothesis testing for the input of a Lévy-driven storage system by sampling level. As likelihood is not explicit we propose two tests that rely transformation data. The first approach uses i.i.d. ‘quasi-busy-periods’ between observations zero workload. distribution duration quasi-busy-periods determined. second method conditional ratio test based Bernoulli events observin...

Due to their relevance in controller design, we consider the problem of determining $\mathcal{L}^2$-gain, passivity properties and conic relations an input-output system. While, practice, relation is often undisclosed, data tuples can be sampled by performing (numerical) experiments. Hence, present sampling strategies for discrete time continuous linear time-invariant systems iteratively determ...

Finite-rate-of-innovation (FRI) signal model is well suited for time-of-flight imaging applications such as ultrasound, lidar, sonar, radar, and more. Due to their finite degrees of freedom, the sub-Nyquist sampling framework used FRI signals. In this framework, achieved by using appropriate kernels. Reconstruction performed first computing Fourier samples then applying sparse-recovery algorith...

The fossil record is our primary window onto the diversification of ancient life, but there are widespread concerns that sampling biases may distort observed palaeodiversity counts. Such concerns have been reinforced by numerous studies that found correlations between measures of sampling intensity and observed diversity. However, correlation does not necessarily mean that sampling controls obs...