34 citations · 82 across the 7 of their papers we have counts for
4 papers · 1 filter
Hypothesis tests for structured rank correlation matrices
Samuel Perreault, Johanna Neslehova, Thierry Duchesne
Joint modeling of a large number of variables often requires dimension reduction strategies that lead to structural assumptions of the underlying correlation matrix, such as equal…
A scalable and efficient covariate selection criterion for mixed effects regression models with unknown random effects structure
Radu V. Craiu, Thierry Duchesne
We propose a new model selection criterion for mixed effects regression models that is computable when the model is fitted with a two-step method, even when the structure and the d…
A Multi-State Conditional Logistic Regression Model for the Analysis of Animal Movement
Aurélien Nicosia, Thierry Duchesne, Louis-Paul Rivest +1
A multi-state version of an animal movement analysis method based on conditional logistic regression, called Step Selection Function (SSF), is proposed. In ecology SSF is developed…
A General Hidden State Random Walk Model for Animal Movement
Aurélien Nicosia, Thierry Duchesne, Louis-Paul Rivest +1
In this paper, we propose a general hidden state random walk model to describe the movement of an animal that takes into account movement taxis with respect to features of the envi…