# ------------------------------------------------ # CITATION.cff file created with {cffr} R package # See also: https://docs.ropensci.org/cffr/ # ------------------------------------------------ cff-version: 1.2.0 message: 'To cite package "GET" in publications use:' type: software license: GPL-3.0-only title: 'GET: Global Envelopes' version: 1.0-8 doi: 10.18637/jss.v111.i03 identifiers: - type: doi value: 10.32614/CRAN.package.GET abstract: Implementation of global envelopes for a set of general d-dimensional vectors T in various applications. A 100(1-alpha)% global envelope is a band bounded by two vectors such that the probability that T falls outside this envelope in any of the d points is equal to alpha. Global means that the probability is controlled simultaneously for all the d elements of the vectors. The global envelopes 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 and Mrkvička (2024) , Myllymäki et al. (2017) , Mrkvička and Myllymäki (2023) , Mrkvička et al. (2016) , Mrkvička et al. (2017) , Mrkvička et al. (2020) , Mrkvička et al. (2021) , Myllymäki et al. (2021) , Mrkvička et al. (2022) , Dai et al. (2022) , Dvořák and Mrkvička (2022) , Mrkvička et al. (2023) , and Konstantinou et al. (2024) . authors: - family-names: Myllymäki given-names: Mari email: mari.myllymaki@luke.fi orcid: https://orcid.org/0000-0002-2713-7088 - family-names: Mrkvička given-names: Tomáš email: mrkvicka.toma@gmail.com preferred-citation: type: article title: 'GET: Global Envelopes in R' authors: - family-names: Myllym\"aki given-names: Mari email: mari.myllymaki@luke.fi - family-names: Mrkvi\v cka given-names: Tom\'a\v s email: mrkvicka.toma@gmail.com journal: Journal of Statistical Software year: '2024' volume: '111' issue: '3' doi: 10.18637/jss.v111.i03 start: '1' end: '40' repository: https://cran.r-universe.dev repository-code: https://github.com/myllym/GET commit: a7ebad57d5e056c3a6392ba0f1a79413d70696d5 url: https://github.com/myllym/GET date-released: '2026-07-02' contact: - family-names: Myllymäki given-names: Mari email: mari.myllymaki@luke.fi orcid: https://orcid.org/0000-0002-2713-7088 references: - type: article title: Global envelope tests for spatial processes authors: - family-names: Myllym\"aki given-names: M. - family-names: Mrkvi\v cka given-names: T. - family-names: Grabarnik given-names: P. - family-names: Seijo given-names: H. - family-names: Hahn given-names: U. journal: 'Journal of the Royal Statistical Society: Series B (Statistical Methodology)' year: '2017' volume: '79' doi: 10.1111/rssb.12172 start: '381' end: '404' - type: article title: Deviation test construction and power comparison for marked spatial point patterns authors: - family-names: Myllym\"aki given-names: M. - family-names: Grabarnik given-names: P. - family-names: Seijo given-names: H. - family-names: Stoyan given-names: D. journal: Spatial Statistics year: '2015' volume: '11' doi: 10.1016/j.spasta.2014.11.004 start: '19' end: '34' - type: article title: Monte Carlo testing in spatial statistics, with applications to spatial residuals authors: - family-names: Mrkvi\v cka given-names: T. - family-names: Soubeyrand given-names: S. - family-names: Myllym\"aki given-names: M. - family-names: Grabarnik given-names: P. - family-names: Hahn given-names: U. journal: Spatial Statistics year: '2016' volume: 18, Part A doi: 10.1016/j.spasta.2016.04.005 start: '40' end: '53' - type: article title: Multiple Monte Carlo testing, with applications in spatial point processes authors: - family-names: Mrkvi\v cka given-names: T. - family-names: Myllym\"aki given-names: M. - family-names: Hahn given-names: U. journal: Statistics and Computing year: '2017' volume: '27' issue: '5' doi: 10.1007/s11222-016-9683-9 start: '1239' end: '1255' - type: article title: A one-way ANOVA test for functional data with graphical interpretation authors: - family-names: Mrkvi\v cka given-names: T. - family-names: Myllym\"aki given-names: M. - family-names: Jilek given-names: M. - family-names: Hahn given-names: U. journal: Kybernetika year: '2020' volume: '53' issue: '3' doi: 10.14736/kyb-2020-3-0432 start: '432' end: '458' - type: article title: Testing global and local dependence of point patterns on covariates in parametric models authors: - family-names: Myllym\"aki given-names: M. - family-names: Kuronen given-names: M. - family-names: Mrkvi\v cka given-names: T. journal: Spatial Statistics year: '2020' volume: '42' doi: 10.1016/j.spasta.2020.100436 start: '100436' - type: article title: A nonparametric graphical tests of significance in functional GLM authors: - family-names: Mrkvi\v cka given-names: T. - family-names: Roskovec given-names: T. - family-names: Rost given-names: M. journal: Methodology and Computing in Applied Probability year: '2021' volume: '23' doi: 10.1007/s11009-019-09756-y start: '593' end: '61' - type: article title: A new functional clustering method with combined dissimilarity sources and graphical interpretation authors: - family-names: Dai given-names: W. - family-names: Athanasiadis given-names: S. - family-names: Mrkvi\v cka given-names: T. journal: Intech open year: '2022' doi: 10.5772/intechopen.100124 - type: article title: Graphical tests of independence for general distributions authors: - family-names: Dvo\v r\'ak given-names: J. - family-names: Mrkvi\v cka given-names: T. journal: Computational Statistics year: '2022' volume: '37' doi: 10.5772/intechopen.100124 start: '671' end: '699' - type: article title: New methods for multiple testing in permutation inference for the general linear model authors: - family-names: Mrkvi\v cka given-names: T. - family-names: Myllym\"aki given-names: M. - family-names: Kuronen given-names: M. - family-names: Narisetty given-names: N.N. journal: Statistics in Medicine year: '2022' volume: '41' issue: '2' doi: 10.1002/sim.9236 start: '276' end: '297' - type: article title: False discovery rate envelopes authors: - family-names: Mrkvi\v cka given-names: T. - family-names: Myllym\"aki given-names: M. journal: Statistics and Computing year: '2023' volume: '33' doi: 10.1007/s11222-023-10275-7 start: '109' - type: article title: Global quantile regression authors: - family-names: Mrkvi\v cka given-names: T. - family-names: Konstantinou given-names: K. - family-names: Kuronen given-names: M. - family-names: Myllym\"aki given-names: M. journal: arXiv:2309.04746 [stat.ME] year: '2023' doi: 10.48550/arXiv.2309.04746 - type: article title: 'Hotspot detection on a linear network in the presence of covariates: A case study on road crash data' authors: - family-names: Mrkvi\v cka given-names: T. - family-names: Kraft given-names: S. - family-names: Bla\v zek given-names: V. - family-names: Myllym\"aki given-names: M. journal: SSRN year: '2023' doi: 10.2139/ssrn.4627591 - type: article title: 'The power of visualizing distributional differences: formal graphical n-sample tests' authors: - family-names: Konstantinou given-names: K. - family-names: Mrkvi\v cka given-names: T. - family-names: Myllym\"aki given-names: M. journal: Computational Statistics year: '2024' doi: 10.1007/s00180-024-01569-z