Global Envelopes

Implementation of global envelopes with intrinsic graphical interpretation which can be used for graphical Monte Carlo and permutation tests where the test statistic is a multivariate vector or function (e.g. goodness-of-fit testing for point patterns and random sets, functional analysis of variance, functional general linear model, n-sample test of correspondence of distribution functions), for central regions of functional or multivariate data (e.g. outlier detection, functional boxplot) and for global confidence and prediction bands (e.g. confidence band in polynomial regression, Bayesian posterior prediction). See Myllymäki et al. (2017) , Mrkvička et al. (2017) , Mrkvička et al. (2016) , Mrkvička et al. (2018) , Mrkvička et al. (2019) , Mrkvička et al. (2019) .


Reference manual

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0.1-3 by Mari Myllymäki, 2 months ago

Browse source code at

Authors: Mari Myllymäki [aut, cre] , Tomáš Mrkvička [aut] , Pavel Grabarnik [ctb] , Ute Hahn [ctb] , Mikko Kuronen [ctb] , Michael Rost [ctb] , Henri Seijo [ctb]

Documentation:   PDF Manual  

GPL-3 license

Imports caTools, fda.usc, ggplot2, graphics, grDevices, gridExtra, gstat, methods, parallel, plyr, sp, spatstat, stats, utils

Suggests testthat, mvtnorm, fda

See at CRAN