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Model and mesh comparison

compare_models()
Compare sdmTMB models
compare_meshes()
Compare survey indices across different mesh cutoff values
sdmTMB_mesh_cv()
Spatial cross-validation across mesh cutoff values

Retrospective analysis

sdmTMB_retro()
Retrospective analysis for an sdmTMB index
mohns_rho()
Mohn's rho for a set of index series

Survey comparison and prediction grids

compare_surveys()
Compare individual survey indices to a compiled sdmTMB index
make_survey_prediction_region()
Build a concave-hull prediction region from survey positions
make_prediction_grid()
Build a regular prediction grid over a region

Plotting

plot_mesh()
Plot an sdmTMB mesh on a map
plot_prediction_map()
Map predicted densities from an sdmTMB model
plot_random_field()
Map spatial or spatiotemporal random fields
plot_index()
Plot an sdmTMB survey index
plot_fixed_effects()
Coefficient plot of sdmTMB fixed effects
plot_variance_partitioning()
Variance partitioning of an sdmTMB model
plot_prediction_histogram()
Histograms of observed and predicted response
plot_residual_qq()
Quantile-quantile plot of sdmTMB randomized quantile residuals
bubble_map()
Bubble map of a response variable
plot(<sdmTMB_mesh_comparison>)
Plot mesh comparison results
plot(<sdmTMB_mesh_cv>)
Plot mesh cross-validation results
plot(<sdmTMB_model_comparison>)
Plot sdmTMB model comparison results
plot(<sdmTMB_prediction_grid>)
Plot a prediction grid on a map
plot(<sdmTMB_retro>)
Plot retrospective indices from sdmTMB_retro
plot(<sdmTMB_survey_comparison>)
Plot survey comparison results

Data

sebastes
Beaked redfish survey stations (example data)