## Species Distribution Models on EcoCommons

Overview Algorithms

Introduction Flexible discriminant analysis (FDA) is a general methodology that aims at providing tools for multigroup non-linear classification. It is...

Mon, 12 Dec, 2022 at 11:35 PM

Introduction Generalized Additive Models (GAMs) are an extension of Generalized Linear Models (GLMs) in such a way that predictor variables can be ...

Mon, 12 Dec, 2022 at 11:43 PM

Introduction This model is similar to Boosted Regression Trees only run through a different package in R. These models are a combination of two te...

Thu, 24 Nov, 2022 at 5:19 PM

Introduction Generalized Linear Models (GLM) are an extension of ‘simple’ linear regression models, which predict the response variable as a function ...

Mon, 12 Dec, 2022 at 11:49 PM

Takes the form of: y ~ env1 + (1|site) Where y is the trait response variable, env1 is an environmental variable (which can be categorical or continuou...

Thu, 24 Nov, 2022 at 5:30 PM

Introduction Multivariate Adaptive Regression Splines (MARS) is a non-parametric regression method that builds multiple linear regression models across ...

Mon, 12 Dec, 2022 at 11:55 PM

Introduction Convex Hull is a geographical model that uses the location of known occurrences and predicts that a species can be present within a spa...

Tue, 13 Dec, 2022 at 12:24 AM

Introduction Circles is a geographical model that uses the location of known occurrences and predicts that a species can be present within a circle wit...

Tue, 13 Dec, 2022 at 12:08 AM

Introduction Geographic Distance is a geographical model that uses the location of known occurrences and predicts that the likelihood of finding a s...

Tue, 13 Dec, 2022 at 12:28 AM

Introduction Inverse-Distance Weighted Model is a geographical model that uses the location of known occurrences and predicts that the likelihood of findin...

Tue, 13 Dec, 2022 at 12:14 AM