Data and R code for all chapters:
- Trajectory Reconstruction and Behavior
Identification Using Geolocation Data, Marie-Pierre Etienne and
Pierre Gloaguen.
- Detection of Eco-Evolutionary Processes in the
Wild: Evolutionary Trade-Offs Between Life History Traits, Valentin
Journé, Sarah Cubaynes, Julien Papaïx and Mathieu Buoro.
- Studying Species Demography and Distribution
in Natural Conditions: Hidden Markov Models, Olivier Gimenez, Julie
Louvrier, Valentin Lauret and Nina Santostasi.
- Inferring Mechanistic Models in Spatial
Ecology Using a Mechanistic-Statistical Approach, Julien Papaïx,
Samuel Soubeyrand, Olivier Bonnefon, Emily Walker, Julie Louvrier,
Etienne Klein and Lionel Roques.
- Using Coupled Hidden Markov Chains to
Estimate Colonization and Seed Bank Survival in a Metapopulation of
Annual Plants, Pierre-Olivier Cheptou, Stéphane Cordeau, Sebastian
Le Coz and Nathalie Peyrard.
- Using Latent Block Models to Detect Structure
in Ecological Networks, Julie Aubert, Pierre Barbillon, Sophie
Donnet and Vincent Miele.
- Latent Factor Models: A Tool for Dimension
Reduction in Joint Species Distribution Models, Daria Bystrova,
Giovanni Poggiato, Julyan Arbel and Wilfried Thuiller.
- The Poisson Log-Normal Model: A Generic
Framework for Analyzing Joint Abundance Distributions, Julien
Chiquet, Marie-Josée Cros, Mahendra Mariadassou, Nathalie Peyrard and
Stéphane Robin.
- Supervised Component-Based Generalized Linear
Regression: Method and Extensions, Frédéric Mortier, Jocelyn
Chauvet, Catherine Trottier, Guillaume Cornu and Xavier Bry.
- Structural Equation Models for the Study
of Ecosystems and Socio-Ecosystems, Fabien Laroche, Jérémy
Froidevaux, Laurent Larrieu and Michel Goulard.