Résultats pour Auteur : "Trottier, Catherine"

Response mixture models based on supervised components: Clustering floristic taxa. Gibaud Julien, Bry Xavier, Trottier Catherine, Mortier Frédéric, Rejou-Mechain Maxime. 2024. Statistical Modelling, 34 (3), 19 p.

Using high-resolution images to analyze the importance of crown size and competition for the growth of tropical trees. Ndamiyehe Ncutirakiza Jean-Baptiste, Gourlet-Fleury Sylvie, Lejeune Philippe, Bry Xavier, Trottier Catherine, Mortier Frédéric, Fayolle Adeline, Muhashy Habiyaremye François, Ndjele Mianda-Bungi Léopold, Ligot Gauthier. 2024. Forest Ecology and Management, 552:121553, 21 p.

Bayesian varying coefficient model with selection: An application to functional mapping. Heuclin Benjamin, Mortier Frédéric, Trottier Catherine, Denis Marie. 2021. Journal of the Royal Statistical Society. Series C, Applied Statistics, 70 (1) : 24-50.

Unveiling African rainforest composition and vulnerability to global change. Rejou-Mechain Maxime, Mortier Frédéric, Bastin Jean-François, Cornu Guillaume, Barbier Nicolas, Bayol Nicolas, Bénédet Fabrice, Bry Xavier, Dauby Gilles, Deblauwe Vincent, Doucet Jean-Louis, Doumenge Charles, Fayolle Adeline, Garcia Claude, Kibambe Lubamba Jean-Paul, Loumeto Jean-Joël, Ngomanda Alfred, Ploton Pierre, Sonké Bonaventure, Trottier Catherine, Vimal Ruppert, Yongo Olga Diane, Pélissier Raphaël, Gourlet-Fleury Sylvie. 2021. Nature, 593:7857 : 90-94.

Component-based regularization of a multivariate GLM with a thematic partitioning of the explanatory variables. Bry Xavier, Trottier Catherine, Mortier Frédéric, Cornu Guillaume. 2020. Statistical Modelling, 20 (1) : 96-119.

Integrative models for joint analysis of shoot growth and branching patterns. Peyhardi Jean, Caraglio Yves, Costes Evelyne, Lauri Pierre-Eric, Trottier Catherine, Guédon Yann. 2017. New Phytologist, 126 (4) : 1291-1304.

Partitioned conditional generalized linear models for categorical responses. Peyhardi Jean, Trottier Catherine, Guédon Yann. 2016. Statistical Modelling, 16 (4) : 297-321.

A new specification of generalized linear models for categorical responses. Peyhardi Jean, Trottier Catherine, Guédon Yann. 2015. Biometrika, 102 (4) : 889-906.

Deciphering structural and temporal interplays during the architectural development of mango trees. Dambreville Anaëlle, Lauri Pierre-Eric, Trottier Catherine, Guédon Yann, Normand Frédéric. 2013. Journal of Experimental Botany, 64 (8) : 2467-2480.

New insights for estimating the genetic value of segregating apple progenies for irregular bearing during the first years of tree production. Durand Jean-Baptiste, Guitton Baptiste, Peyhardi Jean, Holtz Yan, Guédon Yann, Trottier Catherine, Costes Evelyne. 2013. Journal of Experimental Botany, 64 (16) : 5099-5113.

Supervised component generalized linear regression using a PLS-extension of the Fisher scoring algorithm. Bry Xavier, Trottier Catherine, Verron Thomas, Mortier Frédéric. 2013. Journal of Multivariate Analysis, 119 : 47-60.

Genetic determinism of anatomical and hydraulic traits within an apple progeny. Lauri Pierre-Eric, Gorza Olivier, Cochard Hervé, Martinez Sébastien, Celton Jean-Marc, Ripetti Véronique, Lartaud Marc, Bry Xavier, Trottier Catherine, Costes Evelyne. 2011. Plant, Cell and Environment, 34 (8) : 1276-1290.

Markov and semi-markov switching linear mixed models used to identify forest Tree growth components. Chaubert-Pereira Florence, Guédon Yann, Lavergne Christian, Trottier Catherine. 2010. Biometrics, 66 (3) : 753-762.

Is axis position within tree architecture a determinant of axis morphology, branching, flowering and fruiting? An essay in mango. Normand Frédéric, Pambo Bello Abdoul Kowir, Trottier Catherine, Lauri Pierre-Eric. 2009. Annals of Botany, 103 (8) : 1325-1336.

La régression linéaire généralisée sur composantes supervisées et ses extensions. Mortier Frédéric, Chauvet Jocelyn, Trottier Catherine, Cornu Guillaume, Bry Xavier. 2022. In : Approches statistiques pour les variables cachées en écologie. Peyrard Nathalie (ed.), Gimenez Olivier (ed.). Londres : ISTE, 201-224. (Sciences. Statistique : Statistique et écologie) ISBN 978-1-78948-047-7

Supervised component-based generalized linear regression: Method and extensions. Mortier Frédéric, Chauvet Jocelyn, Trottier Catherine, Cornu Guillaume, Bry Xavier. 2022. In : Statistical approaches for hidden variables in ecology. Peyrard Nathalie (ed.), Gimenez Olivier (ed.). Londres : ISTE-John Wiley, 181-202. (Sciences - Statistics) ISBN 978-1-78945-047-7

Combinaisons markoviennes et semi-markoviennes de modèles linéaire mixtes : Application à l'identification des composantes de la croissance d'arbres forestiers. Guédon Yann, Chaubert-Pereira Florence, Lavergne Christian, Trottier Catherine. 2011. In : Modèles de Markov cachés et extensions en traitement du signal et des images : journées du GdR ISIS, 30-31 mars 2011. s.l. : s.n., Résumé, 1 p. Journées du GdR ISIS, Paris, France, 30 Mars 2011/31 Mars 2011.

Supervised component generalized linear regression with multiple explanatory blocks: THEME-SCGLR. Bry Xavier, Trottier Catherine, Mortier Frédéric, Cornu Guillaume, Verron Thomas. 2016. In : The multiple facets of partial least squares and related methods: PLS, Paris, France, 2014. Abdi Hervé (ed.), Esposito Vinzi (ed.), Vincenzo (ed.), Russolillo Giorgio (ed.), Saporta Gilbert (ed.), Trinchera Laura (ed.). Cham : Springer International Publishing, 141-154. (Springer Proceedings in Mathematics and Statistics, 173) ISBN 978-3-319-40641-1 International Conference on Partial Least Squares and Related Methods (PLS2014). 8, Paris, France, 26 Mai 2014/28 Mai 2014.

Predicting forest composition across space and time in central African forests. Rejou-Mechain Maxime, Mortier Frédéric, Bénédet Fabrice, Bry Xavier, Chave Jérôme, Cornu Guillaume, Doucet Jean-Louis, Fayolle Adeline, Gourlet-Fleury Sylvie, Pélissier Raphaël, Trottier Catherine. 2015. In : Resilience of tropical ecosystems: future challenges and opportunities. Kettle Chris J. (ed.), Magrach Ainhoa (ed.). Society for Tropical Ecology. Frankfurt am Main : Society for Tropical Ecology, Résumé, p. 51. ISBN 978-3-00-048918-1 Annual Conference of the Society for Tropical Ecology, Zurich, Suisse, 7 Avril 2015/10 Avril 2015.

Partitioned conditional generalized linear models for categorical data. Peyhardi Jean, Trottier Catherine, Guédon Yann. 2014. In : Proceedings of the 29th International Workshop on Statistical Modelling, Volume 1, July 14-18, 2013, Göttingen, Germany. Eds. Thomas Kneib, Fabian Sobotka, Jan Fahrenholz, Henriette Irmer. Göttingen : Centre for Statistics, 269-272. International Workshop on Statistical Modelling. 29, Göttingen, Allemagne, 14 Juillet 2014/18 Juillet 2014.

Estimating the genetic value of F1 apple progenies for irregular bearing during first years of production. Durand Jean-Baptiste, Guitton Baptiste, Peyhardi Jean, Holtz Yan, Guédon Yann, Trottier Catherine, Costes Evelyne. 2013. In : Proceedings of the 7th International Conference on Functional-Structural Plant Models (FSPM2013), Saariselkä, Finland, 9-14 June 2013. Eds. Risto Sievänen, Eero Nikinmaa, Christophe Godin, Anna Lintunen, Pekka Nygren. Vantaa : Finnish Society of Forest Science, Résumé, 13-15. ISBN 978-951-651-408-9 International Conference on Functional-Structural Plant Models. 7, Saariselkä, Finlande, 9 Juin 2013/14 Juin 2013.

Integrative models for analyzing jointly shoot growth and branching patterns. Peyhardi Jean, Costes Evelyne, Caraglio Yves, Lauri Pierre-Eric, Trottier Catherine, Guédon Yann. 2013. In : Proceedings of the 7th International Conference on Functional-Structural Plant Models (FSPM2013), Saariselkä, Finland, 9-14 June 2013. Eds. Risto Sievänen, Eero Nikinmaa, Christophe Godin, Anna Lintunen, Pekka Nygren. Vantaa : Finnish Society of Forest Science, 207-209. ISBN 978-951-651-408-9 International Conference on Functional-Structural Plant Models. 7, Saariselkä, Finlande, 9 Juin 2013/14 Juin 2013.

A unifying framework for specifying generalized linear models for categorical data. Peyhardi Jean, Trottier Catherine, Guédon Yann. 2013. In : Proceedings of the 28th International Workshop on Statistical Modelling (IWSM 2013), 08-12 July 2013, Palermo, Italy. Vol. 1. Eds. V. Muggeo, V. Capursi, G. Boscaino, G. Lovison. Amsterdam : Statistical Modelling Society, 331-335. ISBN 978-88-96251-47-8 International Workshop on Statistical Modelling. 28, Palermo, Italie, 8 Août 2013/12 Août 2013.

Modelés références de régression multinomiale. Propriétés et applications en classification supervisée. Peyhardi Jean, Trottier Catherine, Guédon Yann. 2014. In : 46ème Journées de statistique, Rennes, France, du 2 au 6 juin 2014. Société française de statistique. s.l. : s.n., 6 p. Journées de statistique. 46, Rennes, France, 2 Juin 2014/6 Juin 2014.

SCGLR: An R package for generalized linear regression on supervised components. Trottier Catherine, Cornu Guillaume, Mortier Frédéric, Bry Xavier. 2014. In : 3ème Rencontres R, Montpellier, France, 25-27 juin 2014. s.l. : s.n., Diaporama, (16 vues) Rencontres R. 3, Montpellier, France, 25 Juin 2014/27 Juin 2014.

SCGLR: a component-based multivariate regression method to model species distributions. Mortier Frédéric, Bry Xavier, Cornu Guillaume, Trottier Catherine. 2014. In : International Statistical Ecology Conference 2014 (ISEC 2014), Montpellier, France, 1-4 July 2014. s.l. : s.n., Résumé, 50. International Statistical Ecology Conference, Montpellier, France, 1 Juillet 2014/4 Juillet 2014.

GLM multinomial hiérarchique. Peyhardi Jean, Trottier Catherine, Guédon Yann. 2012. In : 44e Journées de Statistique, Bruxelles, Belgique, 21 au 25 mai 2012. Société Française de Statistique (SFdS). s.l. : s.n., 6 p. Journées de statistiques. 44, Bruxelles, Belgique, 21 Mai 2012/25 Mai 2012.

Semi-Markov switching linear mixed model for analyzing forest tree development. Chaubert-Pereira Florence, Guédon Yann, Lavergne Christian, Trottier Catherine. 2008. In : 24th International Biometric Conference, 13-18 July, 2008, Dublin, Irlande. s.l. : s.n., Résumé, 1 p. International Biometric Conference. 24, Dublin, Irlande, 13 Juillet 2008/18 Juillet 2008.

A statistical model for analyzing jointly growth phases, the influence of environmental factors and inter-individual heterogeneity : Applications to forest trees. Chaubert Florence, Caraglio Yves, Lavergne Christian, Trottier Catherine, Guédon Yann. 2007. In : Proceedings : Abstracts of papers and posters of the 5th International Workshop on Functional Structural Plant Models, November 4-9, 2007, Napier, New Zealand. Eds by Prusinkiewicz P., Hanan J., Lane B. Napier : HortResearch, 43-45. International Workshop on Functional-Structural Plant Models. 5, Napier, Nouvelle-Zélande, 4 Novembre 2007/9 Novembre 2007.

A new specification of generalized linear models for categorical data. Peyhardi Jean, Trottier Catherine, Guédon Yann. 2014. s.l. : s.n., 32 p.