Posts by Collection

publications

Using the multivariate Hawkes process to study interactions between multiple species from camera trap data

Published in Ecology, 2024

Proof-of-concept of the Hawkes process to infer interspecific interactions.

Recommended citation: Nicvert, L., Donnet, S., Keith, M., Peel, M., Somers, M. J., Swanepoel, L. H., Venter, J., Fritz, H., & Dray, S. (2024). Using the multivariate Hawkes process to study interactions between multiple species from camera trap data. Ecology, 105(4), e4237. https://doi.org/10.1002/ecy.4237
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Statistical methods and software tools to analyze and infer ecological networks and process multi-species data

2024

My thesis in statistical ecology.

Recommended citation: Nicvert, L. (2024). Statistical methods and software tools to analyze and infer ecological networks and process multi-species data [PhD thesis, Université Claude Bernard - Lyon I]. https://theses.hal.science/tel-04751639
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Trait matching without traits: using correspondence analysis to investigate the latent structure of interaction networks

2025

Analysis of trait matching with latent traits.

Recommended citation: Nicvert, L., Fritz, H., & Dray, S. (2025). Trait matching without traits: using correspondence analysis to investigate the latent structure of interaction networks. bioRxiv. https://doi.org/10.1101/2024.10.22.619454
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talks

A point process to infer spatio-temporal interactions from camera trap data

Published: June 27, 2022

I presented this poster at the International Statistical Ecology Conference (ISEC) 2022, in Cape Town, while visiting my PhD co-supervisor’s lab in South Africa. The poster can be seen here. An article based in the results presented in this poster was published in 2024.