Package index

Package and example data

cosTapered-package cosTapered

Tapered Change-of-Support Spatial Models

cosTapered-example-data

Small Example Dataset for cosTapered

Prepare, fit, and recover

cos_prepare()

Prepare Observed-Support Objects for a Tapered COS Model

cos_default_priors()

Construct Default Prior Objects

cos_fit() cos_summary_theta() cos_plot_trace()

Fit a COS Model

cos_recover_B()

Recover Observed-Support Latent Quantities

Predict and validate

cos_predict_fine()

Predict Fine-Support Quantities

cos_make_areal_blocks()

Build Areal Prediction Blocks

cos_predict_areal()

Predict Areal-Support Quantities

cos_cv_observed()

K-Fold Observed-Support Prediction Diagnostics

cos_simulate_data()

Simulate a COS Example Dataset

Summaries and diagnostics

summary(<cos_fit>) print(<summary.cos_fit>) plot(<cos_fit>)

Summarize and Plot Fitted COS Models

summary(<cos_prep>) print(<summary.cos_prep>) summary(<cos_recovery_B>) print(<summary.cos_recovery_B>) summary(<cos_prediction_fine>) print(<summary.cos_prediction_fine>) summary(<cos_areal_blocks>) print(<summary.cos_areal_blocks>) summary(<cos_prediction_areal>) print(<summary.cos_prediction_areal>) summary(<cos_cv_observed>) print(<summary.cos_cv_observed>)

Summarize COS Package Objects

print(<cos_prep>) print(<cos_priors>) print(<cos_fit>) print(<cos_recovery_B>) print(<cos_prediction_fine>) print(<cos_areal_blocks>) print(<cos_prediction_areal>) print(<cos_cv_observed>) print(<cos_simulation>)

Print COS Package Objects

Sampler utilities

lapMetropBlock()

Adaptive Block Random-Walk Metropolis Sampler