flash_austria_model {FlashAustria}R Documentation

A fitted BAMLSS model object

Description

A bamlss model trained on the flash_austria_train data. Lightning counts serve as response, the ERA5 covariates enter the model as smooth terms using P-splines. The zero-truncated negative binomial is employed as distribution.

Format

A bamlss object.

References

Umlauf, N., Klein, N., and Zeileis, A. (2018). BAMLSS: Bayesian Additive Models for Location, Scale and Shape (and Beyond). J. Comput. Graph. Stat., 27, 612–627. https://doi.org.10.1080/10618600.2017.1407325

Examples

data("fitted_model", package = "FlashAustria")
if (require(bamlss)) {
  plot(flash_austria_model)
}

[Package FlashAustria version 0.1-0 Index]