Search Results for author:
Found 4 papers, 2 papers with code
Consistent Validation for Predictive Methods in Spatial Settings
Unfortunately, classical approaches for validation fail to handle mismatch between locations available for validation and (test) locations where we want to make predictions.
Geometric theory on large-scale and local determination of density dependence of a recovering large carnivore population
Using over four decades of wolf population and range expansion data from Wisconsin (USA) wolves, we found that the population not only exhibited density dependence locally but also at landscape scale.
Identify local limiting factors of species distribution using min-linear logistic regression
Logistic regression is a commonly used building block in ecological modeling, but its additive structure among environmental predictors often assumes compensatory relationships between predictors, which can lead to problematic results.
Bayesian Chain Graph LASSO Models to Learn Sparse Microbial Networks with Predictors
Microbiome data require statistical models that can simultaneously decode microbes' reaction to the environment and interactions among microbes.
Applications Methodology 62H10, 62P10
