相关参考文献
注意：仅列出部分参考文献，下载原文获取全部文献信息。Double constrained ordination for assessing biological trait responses to multiple stressors: A case study with benthic macroinvertebrate communities
Feng-Jiao Peng et al.
SCIENCE OF THE TOTAL ENVIRONMENT (2021)
Computationally efficient joint species distribution modeling of big spatial data
Gleb Tikhonov et al.
ECOLOGY (2020)
Frequentist Consistency of Variational Bayes
Yixin Wang et al.
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2019)
Joint species distribution models with species correlations and imperfect detection
Mathias W. Tobler et al.
ECOLOGY (2019)
Efficient estimation of generalized linear latent variable models
Jenni Niku et al.
PLOS ONE (2019)
gllvm: Fast analysis of multivariate abundance data with generalized linear latent variable models in r
Jenni Niku et al.
METHODS IN ECOLOGY AND EVOLUTION (2019)
New robust weighted averaging- and model-based methods for assessing trait-environment relationships
Cajo J. F. ter Braak
METHODS IN ECOLOGY AND EVOLUTION (2019)
Order selection and sparsity in latent variable models via the ordered factor LASSO
Francis K. C. Hui et al.
BIOMETRICS (2018)
Algorithms and biplots for double constrained correspondence analysis
Cajo J. F. ter Braak et al.
ENVIRONMENTAL AND ECOLOGICAL STATISTICS (2018)
Uncovering the drivers of host-associated microbiota with joint species distribution modelling
Johannes R. Bjork et al.
MOLECULAR ECOLOGY (2018)
Fourth-corner correlation is a score test statistic in a log-linear trait-environment model that is useful in permutation testing
Cajo J. F. ter Braak
ENVIRONMENTAL AND ECOLOGICAL STATISTICS (2017)
Generalized Linear Latent Variable Models for Multivariate Count and Biomass Data in Ecology
Jenni Niku et al.
JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS (2017)
Variational Approximations for Generalized Linear Latent Variable Models
Francis K. C. Hui et al.
JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS (2017)
Variational Inference: A Review for Statisticians
David M. Blei et al.
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2017)
A critical issue in model-based inference for studying trait-based community assembly and a solution
Cajo J. F. ter Braak et al.
PEERJ (2017)
How to make more out of community data? A conceptual framework and its implementation as models and software
Otso Ovaskainen et al.
ECOLOGY LETTERS (2017)
Joint dynamic species distribution models: a tool for community ordination and spatio-temporal monitoring
James T. Thorson et al.
GLOBAL ECOLOGY AND BIOGEOGRAPHY (2016)
TMB: Automatic Differentiation and Laplace Approximation
Kasper Kristensen et al.
Journal of Statistical Software (2016)
Extending Joint Models in Community Ecology: A Response to Beissinger et al.
David I. Warton et al.
TRENDS IN ECOLOGY & EVOLUTION (2016)
Boral - Bayesian Ordination and Regression Analysis of Multivariate Abundance Data in r
Francis K. C. Hui
METHODS IN ECOLOGY AND EVOLUTION (2016)
So Many Variables: Joint Modeling in Community Ecology
David I. Warton et al.
TRENDS IN ECOLOGY & EVOLUTION (2015)
Model-based thinking for community ecology
David I. Warton et al.
PLANT ECOLOGY (2015)
CATS regression - a model-based approach to studying trait-based community assembly
David I. Warton et al.
METHODS IN ECOLOGY AND EVOLUTION (2015)
Combining the fourth-corner and the RLQ methods for assessing trait responses to environmental variation
Stephane Dray et al.
ECOLOGY (2014)
The fourth-corner solution - using predictive models to understand how species traits interact with the environment
Alexandra M. Brown et al.
METHODS IN ECOLOGY AND EVOLUTION (2014)
Hierarchical Factor Models for Large Spatially Misaligned Data: A Low-Rank Predictive Process Approach
Qian Ren et al.
BIOMETRICS (2013)
Selecting traits that explain species-environment relationships: a generalized linear mixed model approach
Tahira Jamil et al.
JOURNAL OF VEGETATION SCIENCE (2013)
Generalized linear mixed models can detect unimodal species-environment relationships
Tahira Jamil et al.
PEERJ (2013)
The role of functional traits in species distributions revealed through a hierarchical model
Laura J. Pollock et al.
ECOGRAPHY (2012)
Improved testing of species traits-environment relationships in the fourth-corner problem
Cajo J. F. ter Braak et al.
ECOLOGY (2012)
ASYMPTOTIC NORMALITY AND VALID INFERENCE FOR GAUSSIAN VARIATIONAL APPROXIMATION
Peter Hall et al.
ANNALS OF STATISTICS (2011)
THE SEQUENTIAL REJECTION PRINCIPLE OF FAMILYWISE ERROR CONTROL
Jelle J. Goeman et al.
ANNALS OF STATISTICS (2010)
The Importance of Scale for Spatial-Confounding Bias and Precision of Spatial Regression Estimators
Christopher J. Paciorek
STATISTICAL SCIENCE (2010)
TESTING THE SPECIES TRAITS-ENVIRONMENT RELATIONSHIPS: THE FOURTH-CORNER PROBLEM REVISITED
Stephane Dray et al.
ECOLOGY (2008)
From plant traits to plant communities:: A statistical mechanistic approach to biodiversity
Bill Shipley et al.
SCIENCE (2006)
Estimation of generalized linear latent variable models
P Huber et al.
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY (2004)
分享论文
