{"id":"https://openalex.org/W3165402500","doi":"https://doi.org/10.1109/tcst.2022.3199668","title":"Finite Sample Guarantees for Quantile Estimation: An Application to Detector Threshold Tuning","display_name":"Finite Sample Guarantees for Quantile Estimation: An Application to Detector Threshold Tuning","publication_year":2022,"publication_date":"2022-09-19","ids":{"openalex":"https://openalex.org/W3165402500","doi":"https://doi.org/10.1109/tcst.2022.3199668","mag":"3165402500"},"language":"en","primary_location":{"id":"doi:10.1109/tcst.2022.3199668","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tcst.2022.3199668","pdf_url":"https://ieeexplore.ieee.org/ielx7/87/10051120/09894679.pdf","source":{"id":"https://openalex.org/S133363738","display_name":"IEEE Transactions on Control Systems Technology","issn_l":"1063-6536","issn":["1063-6536","1558-0865","2374-0159"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Control Systems Technology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ieeexplore.ieee.org/ielx7/87/10051120/09894679.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038369108","display_name":"David Umsonst","orcid":"https://orcid.org/0000-0002-7459-3019"},"institutions":[{"id":"https://openalex.org/I86987016","display_name":"KTH Royal Institute of Technology","ror":"https://ror.org/026vcq606","country_code":"SE","type":"education","lineage":["https://openalex.org/I86987016"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"David Umsonst","raw_affiliation_strings":["Division of Decision and Control Systems School of Electrical Engineering and Computer Science, KTH Royal Institute of Technology, Stockholm, Sweden"],"raw_orcid":"https://orcid.org/0000-0002-7459-3019","affiliations":[{"raw_affiliation_string":"Division of Decision and Control Systems School of Electrical Engineering and Computer Science, KTH Royal Institute of Technology, Stockholm, Sweden","institution_ids":["https://openalex.org/I86987016"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087525845","display_name":"Justin Ruths","orcid":"https://orcid.org/0000-0002-9132-2229"},"institutions":[{"id":"https://openalex.org/I162577319","display_name":"The University of Texas at Dallas","ror":"https://ror.org/049emcs32","country_code":"US","type":"education","lineage":["https://openalex.org/I162577319"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Justin Ruths","raw_affiliation_strings":["Department of Mechanical Engineering, The University of Texas at Dallas, Richardson, TX, USA"],"raw_orcid":"https://orcid.org/0000-0002-9132-2229","affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, The University of Texas at Dallas, Richardson, TX, USA","institution_ids":["https://openalex.org/I162577319"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056120878","display_name":"Henrik Sandberg","orcid":"https://orcid.org/0000-0003-1835-2963"},"institutions":[{"id":"https://openalex.org/I86987016","display_name":"KTH Royal Institute of Technology","ror":"https://ror.org/026vcq606","country_code":"SE","type":"education","lineage":["https://openalex.org/I86987016"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Henrik Sandberg","raw_affiliation_strings":["Division of Decision and Control Systems School of Electrical Engineering and Computer Science, KTH Royal Institute of Technology, Stockholm, Sweden"],"raw_orcid":"https://orcid.org/0000-0003-1835-2963","affiliations":[{"raw_affiliation_string":"Division of Decision and Control Systems School of Electrical Engineering and Computer Science, KTH Royal Institute of Technology, Stockholm, Sweden","institution_ids":["https://openalex.org/I86987016"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":{"value":1165,"currency":"EUR","value_usd":1256},"fwci":1.5711,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.83922648,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"31","issue":"2","first_page":"921","last_page":"928"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11443","display_name":"Advanced Statistical Process Monitoring","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11443","display_name":"Advanced Statistical Process Monitoring","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9940000176429749,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10136","display_name":"Statistical Methods and Inference","score":0.9933000206947327,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/quantile","display_name":"Quantile","score":0.8819236159324646},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.79571533203125},{"id":"https://openalex.org/keywords/estimator","display_name":"Estimator","score":0.7363065481185913},{"id":"https://openalex.org/keywords/constant-false-alarm-rate","display_name":"Constant false alarm rate","score":0.6271023750305176},{"id":"https://openalex.org/keywords/outlier","display_name":"Outlier","score":0.46784815192222595},{"id":"https://openalex.org/keywords/order-statistic","display_name":"Order statistic","score":0.4558405578136444},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4382721185684204},{"id":"https://openalex.org/keywords/false-alarm","display_name":"False alarm","score":0.43199270963668823},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.39587315917015076},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3646215796470642},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.2788708806037903}],"concepts":[{"id":"https://openalex.org/C118671147","wikidata":"https://www.wikidata.org/wiki/Q578714","display_name":"Quantile","level":2,"score":0.8819236159324646},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.79571533203125},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.7363065481185913},{"id":"https://openalex.org/C77052588","wikidata":"https://www.wikidata.org/wiki/Q644307","display_name":"Constant false alarm rate","level":2,"score":0.6271023750305176},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.46784815192222595},{"id":"https://openalex.org/C44082924","wikidata":"https://www.wikidata.org/wiki/Q1767128","display_name":"Order statistic","level":2,"score":0.4558405578136444},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4382721185684204},{"id":"https://openalex.org/C2776836416","wikidata":"https://www.wikidata.org/wiki/Q1364844","display_name":"False alarm","level":2,"score":0.43199270963668823},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.39587315917015076},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3646215796470642},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2788708806037903},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tcst.2022.3199668","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tcst.2022.3199668","pdf_url":"https://ieeexplore.ieee.org/ielx7/87/10051120/09894679.pdf","source":{"id":"https://openalex.org/S133363738","display_name":"IEEE Transactions on Control Systems Technology","issn_l":"1063-6536","issn":["1063-6536","1558-0865","2374-0159"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Control Systems Technology","raw_type":"journal-article"},{"id":"pmh:oai:DiVA.org:kth-328103","is_oa":true,"landing_page_url":"http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-328103","pdf_url":"https://kth.diva-portal.org/smash/get/diva2:1762174/FULLTEXT01","source":{"id":"https://openalex.org/S4306401559","display_name":"KTH Publication Database DiVA (KTH Royal Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1109/tcst.2022.3199668","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tcst.2022.3199668","pdf_url":"https://ieeexplore.ieee.org/ielx7/87/10051120/09894679.pdf","source":{"id":"https://openalex.org/S133363738","display_name":"IEEE Transactions on Control Systems Technology","issn_l":"1063-6536","issn":["1063-6536","1558-0865","2374-0159"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Control Systems Technology","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4061599517","display_name":null,"funder_award_id":"2016-00861","funder_id":"https://openalex.org/F4320322581","funder_display_name":"Vetenskapsr\u00e5det"}],"funders":[{"id":"https://openalex.org/F4320322581","display_name":"Vetenskapsr\u00e5det","ror":"https://ror.org/03zttf063"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3165402500.pdf","grobid_xml":"https://content.openalex.org/works/W3165402500.grobid-xml"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W82828126","https://openalex.org/W184906668","https://openalex.org/W1579369571","https://openalex.org/W1985710418","https://openalex.org/W1988645907","https://openalex.org/W2011569061","https://openalex.org/W2030357055","https://openalex.org/W2037492478","https://openalex.org/W2062930223","https://openalex.org/W2122646361","https://openalex.org/W2312194337","https://openalex.org/W2469390488","https://openalex.org/W2528550849","https://openalex.org/W2535751405","https://openalex.org/W2942228371","https://openalex.org/W2998862960","https://openalex.org/W3011329609","https://openalex.org/W3099307078","https://openalex.org/W3102711193","https://openalex.org/W3124407081","https://openalex.org/W3126795450","https://openalex.org/W3164266835","https://openalex.org/W3184384128","https://openalex.org/W4213251304","https://openalex.org/W4243354998","https://openalex.org/W4245289321","https://openalex.org/W6720244281","https://openalex.org/W6795926031"],"related_works":["https://openalex.org/W2495679477","https://openalex.org/W2333711245","https://openalex.org/W4322155207","https://openalex.org/W2012496545","https://openalex.org/W2331762847","https://openalex.org/W1670613743","https://openalex.org/W1983393909","https://openalex.org/W2040150569","https://openalex.org/W2468095590","https://openalex.org/W2132174924"],"abstract_inverted_index":{"In":[0],"threshold-based":[1],"anomaly":[2],"detection,":[3],"we":[4,57,85],"want":[5],"to":[6,13,30,47,65,159],"tune":[7],"the":[8,22,52,67,104,108,111,115,135,155,161],"threshold":[9,23,37,137],"of":[10,51,72,96],"a":[11,26,48,78,81,94,124],"detector":[12,32,36,53,68,136],"achieve":[14],"an":[15,40,151],"acceptable":[16,41],"false":[17,42],"alarm":[18,43],"rate.":[19],"However,":[20],"tuning":[21,138],"is":[24,45,101,117],"often":[25],"non-trivial":[27],"task":[28],"due":[29],"unknown":[31],"output":[33,54],"distributions.":[34],"A":[35],"that":[38],"provides":[39],"rate":[44],"equivalent":[46],"specific":[49],"quantile":[50,59,97],"distribution.":[55,126],"Therefore,":[56],"use":[58,141],"estimators":[60],"based":[61,102,118],"on":[62,103,119],"order":[63],"statistics":[64],"estimate":[66],"threshold.":[69],"The":[70,99],"estimation":[71],"quantiles":[73],"from":[74,150],"sample":[75,91],"data":[76,144,148],"has":[77],"more":[79],"than":[80],"century-long":[82],"tradition":[83],"and":[84,114,132],"provide":[86],"three":[87],"different":[88],"distribution-free":[89],"finite":[90],"guarantees":[92,128,162],"for":[93,123],"class":[95],"estimators.":[98],"first":[100],"Dvoretzky\u2013Kiefer\u2013Wolfowitz":[105],"(DKW)":[106],"inequality,":[107,113],"second":[109],"utilizes":[110],"Vysochanskij\u2013Petunin":[112],"third":[116],"exact":[120],"confidence":[121],"intervals":[122],"beta":[125],"These":[127],"are":[129],"then":[130],"compared":[131],"used":[133],"in":[134],"problem.":[139],"We":[140],"both":[142],"simulated":[143],"as":[145,147],"well":[146],"obtained":[149],"experimental":[152],"setup":[153],"with":[154],"Temperature":[156],"Control":[157],"Lab":[158],"validate":[160],"provided.":[163]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}
