ANOVA for Linear Model Fits for Multivariate Abundance Data
Tasmania Dataset
Calculate the Log Likelihood
Multivariate Abundance Data Objects
Fits a Generalised Linear Models with a LASSO (or L1) penalty, given a value of the penalty parameter.
Remove the mvabund Class Attribute
Summarizing Linear Model Fits for Multivariate Abundance Data
Testing for a environment-by-trait (fourth corner) interaction by analysis of deviance
Plot Diagnostics for a manylm or a manyglm Object
Use R^2 to find the variables that best explain a multivariate response.
Extend a Formula to all of it's Terms
Solberg Data
Boxplots for multivariate abundance Data
Draw a Mvabund Object split into groups.
Ant data, with species traits
Fits a path of Generalised Linear Models with LASSO (or L1) penalties, and finds the best model by corss-validation.
Construct Mean-Variance plots for Multivariate Abundance Data
Model Predictions for Multivariate Linear Models
Residuals for MANYGLM, MANYANY, GLM1PATH Fits
Summarizing Multivariate Generalized Linear Model Fits for Abundance Data
workhose functions for fitting multivariate linear models
Predictions from fourth corner model fits
Fitting Many Univariate Models to Multivariate Abundance Data
Create a List of Univariate Formulas
Model Deviance
Statistical methods for analysing multivariate abundance data
Calculate a shift for plotting overlapping points
Analysis of Deviance for Multivariate Generalized Linear Model
Fits for Abundance Data
Internal mvabund Objects
Fits a fourth corner model for abundance as a function of environmental variables and species traits.
Tikus Island Dataset
Fitting Generalized Linear Models for Multivariate Abundance Data
Plot Multivariate Abundance Data and Formulae
Spider data
Model Formulae for Multivariate Abundance Data
Estimation of the ridge parameter
Fits a path of Generalised Linear Models with LASSO (or L1) penalties, and finds the model that minimises BIC.
Predict Method for MANYGLM Fits
Fitting Linear Models for Multivariate Abundance Data
Analysis of Deviance for Many Univariate Models Fitted to Multivariate Abundance Data
Plot Diagnostics for a manyany or glm1path Object