{"id":"https://openalex.org/W3117740854","doi":"https://doi.org/10.1080/03610918.2020.1859539","title":"Rescaled bootstrap confidence intervals for the population variance in the presence of outliers or spikes in the distribution of a variable of interest","display_name":"Rescaled bootstrap confidence intervals for the population variance in the presence of outliers or spikes in the distribution of a variable of interest","publication_year":2020,"publication_date":"2020-12-21","ids":{"openalex":"https://openalex.org/W3117740854","doi":"https://doi.org/10.1080/03610918.2020.1859539","mag":"3117740854"},"language":"en","primary_location":{"id":"doi:10.1080/03610918.2020.1859539","is_oa":false,"landing_page_url":"https://doi.org/10.1080/03610918.2020.1859539","pdf_url":null,"source":{"id":"https://openalex.org/S153329750","display_name":"Communications in Statistics - Simulation and Computation","issn_l":"0361-0918","issn":["0361-0918","1532-4141"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Statistics - Simulation and Computation","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://digibug.ugr.es/bitstream/10481/86010/1/2023_CSSC_PreprintC.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5112596449","display_name":"P. J. Moya","orcid":null},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"P. J. Moya","raw_affiliation_strings":["Appied Economics, University of Granada, Granada, Spain"],"affiliations":[{"raw_affiliation_string":"Appied Economics, University of Granada, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101447520","display_name":"Juan Francisco Mu\u00f1oz Rosas","orcid":"https://orcid.org/0000-0001-7427-6630"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Juan F. Munoz","raw_affiliation_strings":["Quantitative Methods in Economics and Enterprise, University of Granada, Granada, Spain"],"affiliations":[{"raw_affiliation_string":"Quantitative Methods in Economics and Enterprise, University of Granada, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057839693","display_name":"E. \u00c1lvarez","orcid":"https://orcid.org/0000-0002-0473-6037"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Encarnaci\u00f3n \u00c1lvarez Verdejo","raw_affiliation_strings":["University of Granada, Granada, Spain"],"affiliations":[{"raw_affiliation_string":"University of Granada, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026536018","display_name":"Francisco Javier Blanco\u2010Encomienda","orcid":"https://orcid.org/0000-0001-7449-3299"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"F. J. Blanco-Encomienda","raw_affiliation_strings":["Quantitative Methods in Economics and Enterprise, University of Granada, Ceuta, Spain"],"affiliations":[{"raw_affiliation_string":"Quantitative Methods in Economics and Enterprise, University of Granada, Ceuta, Spain","institution_ids":["https://openalex.org/I173304897"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101447520"],"corresponding_institution_ids":["https://openalex.org/I173304897"],"apc_list":null,"apc_paid":null,"fwci":0.4409,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.68441538,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"52","issue":"2","first_page":"466","last_page":"481"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10243","display_name":"Statistical Methods and Bayesian Inference","score":0.9991000294685364,"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"}},"topics":[{"id":"https://openalex.org/T10243","display_name":"Statistical Methods and Bayesian Inference","score":0.9991000294685364,"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"}},{"id":"https://openalex.org/T10968","display_name":"Statistical Distribution Estimation and Applications","score":0.9990000128746033,"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"}},{"id":"https://openalex.org/T10136","display_name":"Statistical Methods and Inference","score":0.9941999912261963,"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/robust-confidence-intervals","display_name":"Robust confidence intervals","score":0.8491178154945374},{"id":"https://openalex.org/keywords/confidence-interval","display_name":"Confidence interval","score":0.7521551847457886},{"id":"https://openalex.org/keywords/outlier","display_name":"Outlier","score":0.7226420640945435},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.6769592761993408},{"id":"https://openalex.org/keywords/variance","display_name":"Variance (accounting)","score":0.6751013994216919},{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.6676537990570068},{"id":"https://openalex.org/keywords/credible-interval","display_name":"Credible interval","score":0.5791061520576477},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.541058361530304},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5227968096733093},{"id":"https://openalex.org/keywords/cdf-based-nonparametric-confidence-interval","display_name":"CDF-based nonparametric confidence interval","score":0.5161234140396118},{"id":"https://openalex.org/keywords/confidence-distribution","display_name":"Confidence distribution","score":0.48201361298561096},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4650062024593353},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.4502965807914734},{"id":"https://openalex.org/keywords/confidence-region","display_name":"Confidence region","score":0.4240502119064331},{"id":"https://openalex.org/keywords/coverage-probability","display_name":"Coverage probability","score":0.42015761137008667},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3648082911968231}],"concepts":[{"id":"https://openalex.org/C66520545","wikidata":"https://www.wikidata.org/wiki/Q7353538","display_name":"Robust confidence intervals","level":3,"score":0.8491178154945374},{"id":"https://openalex.org/C44249647","wikidata":"https://www.wikidata.org/wiki/Q208498","display_name":"Confidence interval","level":2,"score":0.7521551847457886},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.7226420640945435},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.6769592761993408},{"id":"https://openalex.org/C196083921","wikidata":"https://www.wikidata.org/wiki/Q7915758","display_name":"Variance (accounting)","level":2,"score":0.6751013994216919},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.6676537990570068},{"id":"https://openalex.org/C121117317","wikidata":"https://www.wikidata.org/wiki/Q4439221","display_name":"Credible interval","level":3,"score":0.5791061520576477},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.541058361530304},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5227968096733093},{"id":"https://openalex.org/C42468098","wikidata":"https://www.wikidata.org/wiki/Q5009921","display_name":"CDF-based nonparametric confidence interval","level":3,"score":0.5161234140396118},{"id":"https://openalex.org/C13662513","wikidata":"https://www.wikidata.org/wiki/Q5160087","display_name":"Confidence distribution","level":3,"score":0.48201361298561096},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4650062024593353},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.4502965807914734},{"id":"https://openalex.org/C143380155","wikidata":"https://www.wikidata.org/wiki/Q5160088","display_name":"Confidence region","level":3,"score":0.4240502119064331},{"id":"https://openalex.org/C2776292839","wikidata":"https://www.wikidata.org/wiki/Q5179217","display_name":"Coverage probability","level":3,"score":0.42015761137008667},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3648082911968231},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/03610918.2020.1859539","is_oa":false,"landing_page_url":"https://doi.org/10.1080/03610918.2020.1859539","pdf_url":null,"source":{"id":"https://openalex.org/S153329750","display_name":"Communications in Statistics - Simulation and Computation","issn_l":"0361-0918","issn":["0361-0918","1532-4141"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Statistics - Simulation and Computation","raw_type":"journal-article"},{"id":"pmh:oai:digibug.ugr.es:10481/86010","is_oa":true,"landing_page_url":"https://hdl.handle.net/10481/86010","pdf_url":"https://digibug.ugr.es/bitstream/10481/86010/1/2023_CSSC_PreprintC.pdf","source":{"id":"https://openalex.org/S4306400567","display_name":"Institutional Repository of the University of Granada (University of Granada)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I173304897","host_organization_name":"Universidad de Granada","host_organization_lineage":["https://openalex.org/I173304897"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:digibug.ugr.es:10481/86010","is_oa":true,"landing_page_url":"https://hdl.handle.net/10481/86010","pdf_url":"https://digibug.ugr.es/bitstream/10481/86010/1/2023_CSSC_PreprintC.pdf","source":{"id":"https://openalex.org/S4306400567","display_name":"Institutional Repository of the University of Granada (University of Granada)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I173304897","host_organization_name":"Universidad de Granada","host_organization_lineage":["https://openalex.org/I173304897"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"score":0.4099999964237213,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3117740854.pdf","grobid_xml":"https://content.openalex.org/works/W3117740854.grobid-xml"},"referenced_works_count":41,"referenced_works":["https://openalex.org/W1187335281","https://openalex.org/W1484864026","https://openalex.org/W1505593954","https://openalex.org/W1536282935","https://openalex.org/W1606533552","https://openalex.org/W1970925441","https://openalex.org/W1995945562","https://openalex.org/W2024075858","https://openalex.org/W2029685080","https://openalex.org/W2037575802","https://openalex.org/W2058631965","https://openalex.org/W2064039105","https://openalex.org/W2065395958","https://openalex.org/W2077563060","https://openalex.org/W2094031870","https://openalex.org/W2111604546","https://openalex.org/W2139075905","https://openalex.org/W2140109851","https://openalex.org/W2170299304","https://openalex.org/W2261536050","https://openalex.org/W2326945647","https://openalex.org/W2327088997","https://openalex.org/W2327548188","https://openalex.org/W2337749252","https://openalex.org/W2345254412","https://openalex.org/W2607948808","https://openalex.org/W2620692954","https://openalex.org/W2763475479","https://openalex.org/W2781596210","https://openalex.org/W2790608994","https://openalex.org/W2799570011","https://openalex.org/W2891381594","https://openalex.org/W2900137503","https://openalex.org/W2902125906","https://openalex.org/W2903883467","https://openalex.org/W2908812505","https://openalex.org/W4214559049","https://openalex.org/W4235503503","https://openalex.org/W4236223409","https://openalex.org/W4256141317","https://openalex.org/W4298872162"],"related_works":["https://openalex.org/W2162631808","https://openalex.org/W2160968851","https://openalex.org/W2183054518","https://openalex.org/W2076765275","https://openalex.org/W1501771833","https://openalex.org/W913292429","https://openalex.org/W2032077494","https://openalex.org/W4221078923","https://openalex.org/W2123327042","https://openalex.org/W2115517186"],"abstract_inverted_index":{"Confidence":[0],"intervals":[1,64,71,134,150],"for":[2,48,78],"the":[3,7,14,41,44,49,53,59,74,108,131,147,179,186,189,193],"population":[4,50],"variance":[5,51],"in":[6,13,28,92,175],"presence":[8,180],"of":[9,16,19,43,61,98,110,146,181,192],"outliers":[10,182],"or":[11,183],"spikes":[12],"distribution":[15],"a":[17,34,84,123,155],"variable":[18],"interest":[20],"are":[21,56,167,197],"topics":[22],"that":[23,87,130,152,172,188],"have":[24,135],"not":[25],"been":[26],"investigated":[27],"depth":[29],"previously.":[30],"Results":[31,120],"derived":[32,121],"from":[33,116,122],"first":[35],"Monte":[36,125],"Carlo":[37,126],"simulation":[38,127,165],"study":[39,128],"reveal":[40],"limitations":[42],"customary":[45,194],"confidence":[46,63,70,133,149,195],"interval":[47,196],"when":[52],"underlying":[54,190],"assumptions":[55,191],"violated,":[57],"and":[58,113,160,185],"use":[60],"alternative":[62],"is":[65,83,96,151],"thus":[66],"justified.":[67],"We":[68],"suggest":[69],"based":[72,168],"on":[73,169],"rescaled":[75],"bootstrap":[76],"method":[77],"many":[79],"reasons.":[80],"First,":[81],"this":[82],"simple":[85],"technique":[86],"can":[88,103],"be":[89,104],"easily":[90,105],"applied":[91,106],"practice.":[93],"Second,":[94],"it":[95,102],"free":[97],"probabilistic":[99],"distributions.":[100],"Finally,":[101],"to":[107],"cases":[109],"finite":[111],"populations":[112],"samples":[114],"selected":[115],"complex":[117],"sampling":[118],"designs.":[119],"second":[124],"indicate":[129],"suggested":[132,148],"desirable":[136,161],"coverage":[137],"rates":[138],"with":[139],"smaller":[140],"average":[141],"widths.":[142],"Accordingly,":[143],"an":[144],"advantage":[145],"they":[153],"offer":[154],"good":[156],"compromise":[157],"between":[158],"simplicity":[159],"properties.":[162],"The":[163],"various":[164],"studies":[166],"different":[170],"scenarios":[171],"may":[173],"arise":[174],"practice,":[176],"such":[177],"as":[178],"spikes,":[184],"fact":[187],"violated.":[198]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2021-01-05T00:00:00"}