{"id":51512903,"url":"https://github.com/computorg/published-202606-devijver-scb","last_synced_at":"2026-07-08T08:02:25.699Z","repository":{"id":241867133,"uuid":"808072288","full_name":"computorg/published-202606-devijver-scb","owner":"computorg","description":"Repo for the Computo paper entitled Should we correct the bias in Confidence Bands for Repeated Functional Data?","archived":false,"fork":false,"pushed_at":"2026-06-30T15:49:43.000Z","size":10847,"stargazers_count":0,"open_issues_count":3,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2026-06-30T17:25:06.910Z","etag":null,"topics":["bias","confidence-band","dimension-selection","functional-data","kac-rice","repeated-data"],"latest_commit_sha":null,"homepage":"https://computo-journal.org/published-202606-devijver-scb/","language":"TeX","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/computorg.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2024-05-30T10:23:55.000Z","updated_at":"2026-06-30T15:49:46.000Z","dependencies_parsed_at":"2024-07-07T02:55:55.730Z","dependency_job_id":"2356e0f7-d796-45ae-91f9-3fe175fc470b","html_url":"https://github.com/computorg/published-202606-devijver-scb","commit_stats":null,"previous_names":["emiliedevijver/scb","computorg/published-202606-devijver-scb"],"tags_count":0,"template":false,"template_full_name":"computorg/template-computo-R","purl":"pkg:github/computorg/published-202606-devijver-scb","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/computorg%2Fpublished-202606-devijver-scb","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/computorg%2Fpublished-202606-devijver-scb/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/computorg%2Fpublished-202606-devijver-scb/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/computorg%2Fpublished-202606-devijver-scb/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/computorg","download_url":"https://codeload.github.com/computorg/published-202606-devijver-scb/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/computorg%2Fpublished-202606-devijver-scb/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":35257141,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-26T15:22:16.424Z","status":"online","status_checked_at":"2026-07-08T02:00:06.796Z","response_time":61,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["bias","confidence-band","dimension-selection","functional-data","kac-rice","repeated-data"],"created_at":"2026-07-08T08:02:24.952Z","updated_at":"2026-07-08T08:02:25.691Z","avatar_url":"https://github.com/computorg.png","language":"TeX","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Should we correct the bias in Confidence Bands for Repeated Functional Data?\nEmilie Devijver, Adeline Samson\n2026-06-30\n\n[![build and\npublish](https://github.com/computorg/published-202606-devijver-scb/actions/workflows/build.yml/badge.svg)](https://github.com/computorg/published-202606-devijver-scb/actions/workflows/build.yml)\n[![DOI:10.57750/nmyg-wg36](https://img.shields.io/badge/DOI-10.57750/nmyg--wg36-034E79.svg)](https://doi.org/10.57750/nmyg-wg36)\n[![Creative Commons\nLicense](https://i.creativecommons.org/l/by/4.0/80x15.png)](http://creativecommons.org/licenses/by/4.0/)\n\n[![](https://img.shields.io/badge/review-report-blue.png)](https://github.com/computorg/published-202606-devijver-scb/issues?q=is%3Aopen+is%3Aissue+label%3Areview)\n\n### Authors\n\n- [Emilie Devijver](https://lig-aptikal.imag.fr/~devijvee/) (CNRS, Univ.\n  Grenoble Alpes, Grenoble INP, LIG, 38000 Grenoble, France)\n- [Adeline Samson](http://adeline.e-samson.org) (Univ. Grenoble Alpes,\n  CNRS, Grenoble INP, LJK, 38000 Grenoble, France)\n\n### Abstract\n\nWhile confidence intervals for finite quantities are well-established,\nconstructing confidence bands for objects of infinite dimension, such as\nfunctions, is challenging. In this paper, we explore the concept of\nparametric confidence bands for functional data with an orthonormal\nbasis. Specifically, we revisit the method proposed by Sun and Loader,\nwhich yields confidence bands for the projection of the regression\nfunction in a fixed-dimensional space. This approach can introduce bias\ninto the confidence bands when the dimension of the basis is\nmisspecified. Building on this insight, we introduce a corrected,\nunbiased confidence band. Surprisingly, our corrected band tends to be\nwider than that suggested by a naive approach. To address this, we\npropose a model selection criterion that allows for data-driven\nestimation of the basis dimension. The bias is then automatically\ncorrected after dimension selection. We illustrate these strategies\nthrough an extensive simulation study. We conclude with an application\nto real data.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcomputorg%2Fpublished-202606-devijver-scb","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcomputorg%2Fpublished-202606-devijver-scb","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcomputorg%2Fpublished-202606-devijver-scb/lists"}