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Baseline regression data

baseline_regression.Rd

Generate data required to produce a metaregression plot for a baseline risk model.

Usage

baseline_regression(model, configured_data, async = FALSE)

Arguments

model

Output produced by baseline_model()

configured_data

list. Input dataset created by setup_configure() or setup_exclude()

async

Whether or not the function is being used asynchronously. Default FALSE

Value

List containing:

directness

list. Output from CalculateDirectness()

credible_regions

list. Output from CalculateCredibleRegions()

Examples

configured_data_path <- system.file("extdata", "configured_data.Rds", package = "metainsight")
configured_data <- readRDS(configured_data_path)

# n_iter, max_iter and check_iter are set low to run quickly, but should
# be left as the default values in real use

fitted_baseline_model <- baseline_model(configured_data = configured_data,
                                        regressor_type = "shared",
                                        n_iter = 120,
                                        max_iter = 120,
                                        check_iter = 10)

regression_data <- baseline_regression(model = fitted_baseline_model,
                                       configured_data = configured_data)