Search Results for author: Laura Jula Vanegas

Found 2 papers, 2 papers with code

Analyzing cross-talk between superimposed signals: Vector norm dependent hidden Markov models and applications to ion channels

1 code implementation • 10 Mar 2021 • Laura Jula Vanegas, Benjamin Eltzner, Daniel Rudolf, Miroslav Dura, Stephan E. Lehnart, Axel Munk

We propose and investigate a hidden Markov model (HMM) for the analysis of dependent, aggregated, superimposed two-state signal recordings.

Methodology

Paper
Code

Multiscale quantile segmentation

1 code implementation • 25 Feb 2019 • Laura Jula Vanegas, Merle Behr, Axel Munk

We introduce a new methodology for analyzing serial data by quantile regression assuming that the underlying quantile function consists of constant segments.

Methodology 62G08, 62G15, 62G30, 62G35, 90C39

Paper
Code

Cannot find the paper you are looking for? You can Submit a new open access paper.