Visualising and Interpreting Statistical Models Fit to Compositional Data


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Documentation for package ‘DImodelsVis’ version 1.0.4

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add_add_var Add additional variables to data via cartesian product
add_ID_terms Add identity and interaction terms used in a Diversity-Interactions (DI) model to new data
add_interaction_terms Add identity and interaction terms used in a Diversity-Interactions (DI) model to new data
add_prediction Add predictions and uncertainty interval to data using either a model object or model coefficients.
conditional_ternary DI specific wrapper for conditional ternary diagrams
conditional_ternary_data Data preparation for conditional ternary diagrams
conditional_ternary_plot Conditional ternary diagrams
copy_attributes Copy attributes from one object to another
custom_filter Special custom filtering for compositional data
get_colours Return colour-blind friendly colours
get_equi_comms Get all equi-proportional communities at specific levels of richness
get_shades Returns shades of colours
gradient_change DI specific wrapper for visualising change in response over diversity gradient
gradient_change_data Data preparation for visualising change in response over diversity gradient
gradient_change_plot Visualise change in response over diversity gradient
grouped_ternary DI specific wrapper for grouped ternary diagrams
grouped_ternary_data Prepare data for grouped ternary diagrams
grouped_ternary_plot Grouped ternary diagrams
group_prop Combine variable proportions into groups
model_diagnostics DI specific wrapper of diagnostics plots for regression models with compositional predictors
model_diagnostics_data Data preparation of diagnostics plots for regression models with compositional predictors
model_diagnostics_plot Diagnostics plots for regression models with compositional predictors
model_selection DI specific wrapper for visualising model selection
model_selection_data Prepare data for visualising model selection
model_selection_plot Visualise model selection
prediction_contributions Model term contributions to predicted response
prediction_contributions_data Model term contributions to predicted response
prediction_contributions_plot Visualise model term contributions to predicted response
prop_to_tern_proj Project 3-d compositional data onto x-y plane and vice versa
simplex_path DI specific for visualising change in response across points in the simplex space
simplex_path_data Prepare data for visualising change in response across points in the simplex space
simplex_path_plot Visualising change in response across points in the simplex space
ternary_data Prepare data for showing contours in ternary diagrams.
ternary_plot Ternary diagrams
tern_to_prop_proj Project 3-d compositional data onto x-y plane and vice versa
theme_DI Default theme for DImodelsVis
visualise_effects DI specific wrapper of effects plot for compositional variables
visualise_effects_data Prepare data for effects plots of compositional predictors
visualise_effects_plot Effects plot for compositional predictors