95 citations · 252 across the 11 of their papers we have counts for
8 papers · 1 filter
Moving-Resting Process with Measurement Error in Animal Movement Modeling
Chaoran Hu, Mark Elbroch, Thomas Meyer +2
Statistical modeling of animal movement is of critical importance. The continuous trajectory of an animal's movements is only observed at discrete, often irregularly spaced time po…
On estimation for Brownian motion governed by telegraph process with multiple off states
Vladimir Pozdnyakov, L. Mark Elbroch, Chaoran Hu +2
Brownian motion whose infinitesimal variance changes according to a three-state continuous time Markov Chain is studied. This Markov Chain can be viewed as a telegraph process with…
Automated Threshold Selection for Extreme Value Analysis via Goodness-of-Fit Tests with Application to Batched Return Level Mapping
Brian Bader, Jun Yan, Xuebin Zhang
Threshold selection is a critical issue for extreme value analysis with threshold-based approaches. Under suitable conditions, exceedances over a high threshold have been shown to…
Automated Selection of r for the r Largest Order Statistics Approach with Adjustment for Sequential Testing
Brian Bader, Jun Yan, Xuebin Zhang
The r largest order statistics approach is widely used in extreme value analysis because it may use more information from the data than just the block maxima. In practice, the choi…
A two-step approach to model precipitation extremes in California based on max-stable and marginal point processes
Hongwei Shang, Jun Yan, Xuebin Zhang
In modeling spatial extremes, the dependence structure is classically inferred by assuming that block maxima derive from max-stable processes. Weather stations provide daily record…
Goodness-of-fit testing based on a weighted bootstrap: A fast large-sample alternative to the parametric bootstrap
Ivan Kojadinovic, Jun Yan
The process comparing the empirical cumulative distribution function of the sample with a parametric estimate of the cumulative distribution function is known as the empirical proc…