numerical_experiments_data {nvmix}

Data Generated by the Demo 'numerical_experiments'

Description

Data generated by the demo('numerical_experiments') of the nvmix package.

Usage

data(numerical_experiments_data, package = "nvmix")

Format

A list with 10 elements:

$pnvmix.abserrors

Array as returned by the function pnvmix_testing_abserr(), see Section 1.1 of the demo('numerical_experiments').

$pnvmix.t.variances

Array as returned by the function precond_testing_variance(), see Section 1.1 of the demo('numerical_experiments').

$pnvmix.t.sobolind

Array as returned by the function pnvmix_estimate_sobolind(), see Section 1.1 of the demo('numerical_experiments').

$pnvmix.t.timing

Array as returned by the function pnvmix_timing_mvt(), see Section 1.1 of the demo('numerical_experiments').

$dnvmix.results

Array as returned by the function dnvmix_testing(), see Section 1.2 of the demo('numerical_experiments').

$fitnvmix.results

Array as returned by the function fitnvmix_testing(), see Section 1.3 of the demo('numerical_experiments').

$fit.dj30.anaylytical

Array containing results of fitnvmix() applied to DJ30 data using analytical weights/densities, see Section 5 of demo('numerical_experiments').

$fit.dj30.estimated

Array containing results of fitnvmix() applied to DJ30 data using estimated weights/densities, see Section 5 of demo('numerical_experiments').

$qqplots.dj30

Array containing results of qqplot.maha() applied to DJ30 data, see Section 5 of the demo('numerical_experiments').

$tailprobs.dj30

Array containing estimated quantile shortfall probabilities of models fitted to DJ30 data, see Section 5 of demo('numerical_experiments').

References

Hintz, E., Hofert, M. and Lemieux, C. (2021), Normal variance mixtures: Distribution, density and parameter estimation. Computational Statistics and Data Analysis 157C, 107175.