Latent factor models: a tool for dimension reduction in joint species distribution models
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[1] J. Arbel,et al. On the interpretations of joint modelling in community ecology , 2022 .
[2] J. Arbel,et al. Clustering Species With Residual Covariance Matrix in Joint Species Distribution Models , 2021, Frontiers in Ecology and Evolution.
[3] Nerea Abrego,et al. Joint Species Distribution Modelling: With Applications in R , 2020 .
[4] P. Choler,et al. Climate, soil resources and microbial activity shape the distributions of mountain plants based on their functional traits , 2020, Ecography.
[5] Florian Hartig,et al. A new joint species distribution model for faster and more accurate inference of species associations from big community data , 2020, Methods in Ecology and Evolution.
[6] Jari Oksanen,et al. Joint species distribution modelling with the r‐package Hmsc , 2020, Methods in ecology and evolution.
[7] Michael A. McCarthy,et al. A comparison of joint species distribution models for presence–absence data , 2018, Methods in Ecology and Evolution.
[8] Damaris Zurell,et al. Outstanding Challenges in the Transferability of Ecological Models. , 2018, Trends in ecology & evolution.
[9] N. Zimmermann,et al. Habitat Suitability and Distribution Models: With Applications in R , 2017 .
[10] Anna Norberg,et al. How to make more out of community data? A conceptual framework and its implementation as models and software. , 2017, Ecology letters.
[11] James S. Clark,et al. Generalized joint attribute modeling for biodiversity analysis: median-zero, multivariate, multifarious data , 2017 .
[12] Jakub Stoklosa,et al. Model-based thinking for community ecology , 2014, Plant Ecology.
[13] Jane Elith,et al. What do we gain from simplicity versus complexity in species distribution models , 2014 .
[14] Kai Zhu,et al. More than the sum of the parts: forest climate response from joint species distribution models. , 2014, Ecological applications : a publication of the Ecological Society of America.
[15] Laura J. Pollock,et al. Understanding co‐occurrence by modelling species simultaneously with a Joint Species Distribution Model (JSDM) , 2014 .
[16] J. Calabrese,et al. Stacking species distribution models and adjusting bias by linking them to macroecological models , 2014 .
[17] Wilfried Thuiller,et al. A road map for integrating eco-evolutionary processes into biodiversity models. , 2013, Ecology letters.
[18] P. Taberlet,et al. Environmental DNA , 2012, Molecular ecology.
[19] Antoine Guisan,et al. SESAM – a new framework integrating macroecological and species distribution models for predicting spatio‐temporal patterns of species assemblages , 2011 .
[20] A. Peterson,et al. The crucial role of the accessible area in ecological niche modeling and species distribution modeling , 2011 .
[21] D. Dunson,et al. Sparse Bayesian infinite factor models. , 2011, Biometrika.
[22] Otso Ovaskainen,et al. Making more out of sparse data: hierarchical modeling of species communities. , 2011, Ecology.
[23] John K Kruschke,et al. Bayesian data analysis. , 2010, Wiley interdisciplinary reviews. Cognitive science.
[24] Sumio Watanabe,et al. Asymptotic Equivalence of Bayes Cross Validation and Widely Applicable Information Criterion in Singular Learning Theory , 2010, J. Mach. Learn. Res..
[25] Jorge Soberón. Grinnellian and Eltonian niches and geographic distributions of species. , 2007, Ecology letters.
[26] Omri Allouche,et al. Assessing the accuracy of species distribution models: prevalence, kappa and the true skill statistic (TSS) , 2006 .
[27] James S. Clark,et al. Hierarchical Modelling for the Environmental Sciences: Statistical Methods and Applications , 2006 .
[28] W. Thuiller,et al. Predicting species distribution: offering more than simple habitat models. , 2005, Ecology letters.
[29] A. Peterson,et al. INTERPRETATION OF MODELS OF FUNDAMENTAL ECOLOGICAL NICHES AND SPECIES' DISTRIBUTIONAL AREAS , 2005 .
[30] C. Lortie,et al. Rethinking plant community theory , 2004 .
[31] Aaron M. Ellison,et al. Bayesian inference in ecology , 2004 .
[32] Bradley P. Carlin,et al. Bayesian measures of model complexity and fit , 2002 .
[33] Antoine Guisan,et al. Predictive habitat distribution models in ecology , 2000 .
[34] H. Pulliam. On the relationship between niche and distribution , 2000 .
[35] S. Chib,et al. Analysis of multivariate probit models , 1998 .
[36] L. L. Cavalli-Sforza,et al. Population Studies: Animal Ecology and Demography. , 1959 .