humanity_model {RobustGaSP}

data from the humanity model

Description

This data set provides the training data and testing data from the 'diplomatic and military operations in a non-warfighting domain' (DIAMOND) simulator. It porduces the number of casualties during the second day to sixth day after the earthquake and volcanic eruption in Giarre and Catania. See (Overstall and Woods (2016)) for details.

Usage

	data(humanity_model)

Format

Four data frame with observations on the following variables.

humanity.X

A matrix of the training inputs.

humanity.Y

A matrix of the output of the calsualties from the second to sixth day after the the earthquake and volcanic eruption for each set of training inputs.

humanity.Xt

A matrix of the test inputs.

humanity.Yt

A matrix of the test output of the calsualties.

References

A. M. Overstall and D. C. Woods (2016). Multivariate emulation of computer simulators: model selection and diagnostics with application to a humanitarian relief model. Journal of the Royal Statistical Society: Series C (Applied Statistics), 65(4):483-505.

B. Taylor and A. Lane. Development of a novel family of military campaign simulation models. Journal of the Operational Research Society, 55(4):333-339, 2004.