{"id":"https://openalex.org/W349912947","doi":null,"title":"An Introduction to Bootstrap Methods with Applications to R","display_name":"An Introduction to Bootstrap Methods with Applications to R","publication_year":2011,"publication_date":"2011-11-01","ids":{"openalex":"https://openalex.org/W349912947","mag":"349912947"},"language":"en","primary_location":{"id":"pmh:oai:digitalcommons.odu.edu:mathstat_books-1009","doi":null,"is_oa":false,"landing_page_url":"https://digitalcommons.odu.edu/mathstat_books/10","pdf_url":null,"source":{"id":"https://openalex.org/S4377196314","display_name":"ODU Digital Commons (Old Dominion University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I81365321","host_organization_name":"Old Dominion University","host_organization_lineage":["https://openalex.org/I81365321"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Mathematics & Statistics Faculty Books","raw_type":"text"},"volume":null,"type":"article","indexed_in":[],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5076521291","display_name":"Michael Ross Chernick","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Michael R. Chernick","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5060494656","display_name":"Robert A LaBudde","orcid":"https://orcid.org/0000-0002-5357-1574","observed_orcids":["https://orcid.org/0000-0002-5357-1574"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Robert A LaBudde","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-5357-1574","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.8823,"has_fulltext":false,"cited_by_count":243,"citation_normalized_percentile":{"value":0.940336,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":92,"max":100},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10136","display_name":"Statistical Methods and Inference","score":0.6689000129699707,"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/T10136","display_name":"Statistical Methods and Inference","score":0.6689000129699707,"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/T13398","display_name":"Data Analysis with R","score":0.21060000360012054,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11871","display_name":"Advanced Statistical Methods and Models","score":0.041200000792741776,"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/bootstrap-method","display_name":"bootstrapping","score":0.9909999966621399},{"id":"https://openalex.org/keywords/resampling","display_name":"resampling","score":0.9430000185966492},{"id":"https://openalex.org/keywords/r-programming","display_name":"R programming language","score":0.6600000262260437},{"id":"https://openalex.org/keywords/nonparametric-inference","display_name":"nonparametric inference","score":0.7609999775886536},{"id":"https://openalex.org/keywords/feature-selection","display_name":"feature selection","score":0.906000018119812},{"id":"https://openalex.org/keywords/exploratory-data-analysis","display_name":"exploratory data analysis","score":0.843999981880188},{"id":"https://openalex.org/keywords/statistical-modeling","display_name":"statistical modeling","score":0.5479999780654907}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6489944458007812},{"id":"https://openalex.org/C150921843","wikidata":"https://www.wikidata.org/wiki/Q1170431","display_name":"Resampling","level":2,"score":0.6470136046409607},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.6317420601844788},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.48024609684944153},{"id":"https://openalex.org/C102366305","wikidata":"https://www.wikidata.org/wiki/Q1097688","display_name":"Nonparametric statistics","level":2,"score":0.45421114563941956},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.417935311794281},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3454139828681946},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.3352792263031006},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3326217532157898},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30050837993621826},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.22961384057998657},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22094202041625977},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10179492831230164}],"mesh":[],"locations_count":3,"locations":[{"id":"pmh:oai:digitalcommons.odu.edu:mathstat_books-1009","doi":null,"is_oa":false,"landing_page_url":"https://digitalcommons.odu.edu/mathstat_books/10","pdf_url":null,"source":{"id":"https://openalex.org/S4377196314","display_name":"ODU Digital Commons (Old Dominion University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I81365321","host_organization_name":"Old Dominion University","host_organization_lineage":["https://openalex.org/I81365321"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Mathematics & Statistics Faculty Books","raw_type":"text"},{"id":"pmh:oai:cds.cern.ch:1539557","doi":null,"is_oa":false,"landing_page_url":"http://cds.cern.ch/record/1539557","pdf_url":null,"source":{"id":"https://openalex.org/S4306402195","display_name":"CERN Document Server (European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":null},{"id":"mag:349912947","doi":null,"is_oa":false,"landing_page_url":"https://cds.cern.ch/record/1539557","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":226,"referenced_works":["https://openalex.org/W1959492","https://openalex.org/W15731181","https://openalex.org/W53546973","https://openalex.org/W55342008","https://openalex.org/W95500934","https://openalex.org/W152569421","https://openalex.org/W196927819","https://openalex.org/W200905981","https://openalex.org/W238666517","https://openalex.org/W288335806","https://openalex.org/W394632261","https://openalex.org/W589878955","https://openalex.org/W636405676","https://openalex.org/W653638584","https://openalex.org/W1233208954","https://openalex.org/W1515242458","https://openalex.org/W1515304578","https://openalex.org/W1533169541","https://openalex.org/W1534230820","https://openalex.org/W1535689967","https://openalex.org/W1538993066","https://openalex.org/W1543378274","https://openalex.org/W1549707948","https://openalex.org/W1554944419","https://openalex.org/W1566767297","https://openalex.org/W1578330309","https://openalex.org/W1580366977","https://openalex.org/W1580788756","https://openalex.org/W1586147879","https://openalex.org/W1590364540","https://openalex.org/W1596929708","https://openalex.org/W1597926580","https://openalex.org/W1600116906","https://openalex.org/W1620499250","https://openalex.org/W1770825568","https://openalex.org/W1865423802","https://openalex.org/W1965605770","https://openalex.org/W1967369611","https://openalex.org/W1969423031","https://openalex.org/W1969974575","https://openalex.org/W1970010064","https://openalex.org/W1973288683","https://openalex.org/W1973551391","https://openalex.org/W1973554447","https://openalex.org/W1973967548","https://openalex.org/W1974544030","https://openalex.org/W1976199583","https://openalex.org/W1976927254","https://openalex.org/W1977648299","https://openalex.org/W1977823293","https://openalex.org/W1979300931","https://openalex.org/W1980620433","https://openalex.org/W1981251392","https://openalex.org/W1981333591","https://openalex.org/W1984457100","https://openalex.org/W1984969299","https://openalex.org/W1985500221","https://openalex.org/W1985851580","https://openalex.org/W1988646649","https://openalex.org/W1988790447","https://openalex.org/W1989119737","https://openalex.org/W1990194281","https://openalex.org/W1992402718","https://openalex.org/W1995884203","https://openalex.org/W1995945562","https://openalex.org/W1998327430","https://openalex.org/W1998529663","https://openalex.org/W1999814123","https://openalex.org/W1999959554","https://openalex.org/W1999996900","https://openalex.org/W2000332333","https://openalex.org/W2000699896","https://openalex.org/W2001994823","https://openalex.org/W2002434088","https://openalex.org/W2004934538","https://openalex.org/W2005142945","https://openalex.org/W2009067475","https://openalex.org/W2009586519","https://openalex.org/W2009881214","https://openalex.org/W2010100928","https://openalex.org/W2013091931","https://openalex.org/W2016522586","https://openalex.org/W2017214867","https://openalex.org/W2019074836","https://openalex.org/W2019420194","https://openalex.org/W2022306344","https://openalex.org/W2022480405","https://openalex.org/W2023949384","https://openalex.org/W2024749790","https://openalex.org/W2025567657","https://openalex.org/W2029047562","https://openalex.org/W2029996144","https://openalex.org/W2030254416","https://openalex.org/W2030630447","https://openalex.org/W2031692264","https://openalex.org/W2034562813","https://openalex.org/W2034620427","https://openalex.org/W2038201838","https://openalex.org/W2040616511","https://openalex.org/W2041295559","https://openalex.org/W2043526380","https://openalex.org/W2044758663","https://openalex.org/W2045602503","https://openalex.org/W2045603834","https://openalex.org/W2045868572","https://openalex.org/W2047391263","https://openalex.org/W2047694274","https://openalex.org/W2048654012","https://openalex.org/W2049287603","https://openalex.org/W2049472095","https://openalex.org/W2050231297","https://openalex.org/W2050410819","https://openalex.org/W2050485463","https://openalex.org/W2051726817","https://openalex.org/W2052197092","https://openalex.org/W2053139042","https://openalex.org/W2055634443","https://openalex.org/W2056654710","https://openalex.org/W2058547763","https://openalex.org/W2059164741","https://openalex.org/W2060143287","https://openalex.org/W2062212591","https://openalex.org/W2062986353","https://openalex.org/W2063869058","https://openalex.org/W2063927874","https://openalex.org/W2066772641","https://openalex.org/W2067061499","https://openalex.org/W2067707835","https://openalex.org/W2069057356","https://openalex.org/W2069888879","https://openalex.org/W2070779353","https://openalex.org/W2070934485","https://openalex.org/W2071447906","https://openalex.org/W2072643767","https://openalex.org/W2074064855","https://openalex.org/W2076396344","https://openalex.org/W2077743851","https://openalex.org/W2078345637","https://openalex.org/W2079100340","https://openalex.org/W2079730421","https://openalex.org/W2079932395","https://openalex.org/W2080785981","https://openalex.org/W2083300004","https://openalex.org/W2084178734","https://openalex.org/W2092180413","https://openalex.org/W2092441703","https://openalex.org/W2092487949","https://openalex.org/W2093272448","https://openalex.org/W2096531575","https://openalex.org/W2097879961","https://openalex.org/W2099378941","https://openalex.org/W2101635534","https://openalex.org/W2102000606","https://openalex.org/W2104465908","https://openalex.org/W2106285257","https://openalex.org/W2107956883","https://openalex.org/W2107958340","https://openalex.org/W2109415218","https://openalex.org/W2112081648","https://openalex.org/W2114001875","https://openalex.org/W2117897510","https://openalex.org/W2118502261","https://openalex.org/W2118570622","https://openalex.org/W2118814167","https://openalex.org/W2124181495","https://openalex.org/W2124562077","https://openalex.org/W2125334673","https://openalex.org/W2126455177","https://openalex.org/W2126843316","https://openalex.org/W2127275073","https://openalex.org/W2129249398","https://openalex.org/W2129476886","https://openalex.org/W2129905273","https://openalex.org/W2133206482","https://openalex.org/W2137057291","https://openalex.org/W2141734529","https://openalex.org/W2143022286","https://openalex.org/W2143082178","https://openalex.org/W2147534109","https://openalex.org/W2147546894","https://openalex.org/W2151038992","https://openalex.org/W2151943101","https://openalex.org/W2153155589","https://openalex.org/W2155467226","https://openalex.org/W2160015004","https://openalex.org/W2160450758","https://openalex.org/W2162923601","https://openalex.org/W2168464387","https://openalex.org/W2169714917","https://openalex.org/W2242915101","https://openalex.org/W2313926262","https://openalex.org/W2326633222","https://openalex.org/W2327088997","https://openalex.org/W2397411246","https://openalex.org/W2413519929","https://openalex.org/W2475866692","https://openalex.org/W2479834910","https://openalex.org/W2501448752","https://openalex.org/W2504205985","https://openalex.org/W2510082553","https://openalex.org/W2516665506","https://openalex.org/W2522153351","https://openalex.org/W2524537815","https://openalex.org/W2532075869","https://openalex.org/W2734944260","https://openalex.org/W2751862591","https://openalex.org/W2791800931","https://openalex.org/W2796677525","https://openalex.org/W2796692425","https://openalex.org/W2796856748","https://openalex.org/W2797204481","https://openalex.org/W2797431976","https://openalex.org/W2798062075","https://openalex.org/W2896916590","https://openalex.org/W2904005292","https://openalex.org/W2904853484","https://openalex.org/W2911265074","https://openalex.org/W2911964244","https://openalex.org/W2912934387","https://openalex.org/W2941876699","https://openalex.org/W2972424502","https://openalex.org/W3016197797","https://openalex.org/W3019155277","https://openalex.org/W3146166473","https://openalex.org/W3165771198","https://openalex.org/W4247680473"],"related_works":["https://openalex.org/W2057352572","https://openalex.org/W2040966448","https://openalex.org/W7101000706","https://openalex.org/W4232311424","https://openalex.org/W4256033420","https://openalex.org/W3193106945","https://openalex.org/W85363217","https://openalex.org/W4232042458","https://openalex.org/W2037932651","https://openalex.org/W4375809961"],"abstract_inverted_index":{"Bootstrap":[0,23],"methods":[1,57,78],"provide":[2],"a":[3,52],"powerful":[4],"approach":[5,34],"to":[6,22,27,39,55],"statistical":[7],"data":[8],"analysis,":[9],"as":[10,79],"they":[11],"have":[12,63],"more":[13],"general":[14],"applications":[15,41],"than":[16],"standard":[17],"parametric":[18],"methods.":[19,48],"An":[20],"Introduction":[21],"Methods":[24],"with":[25],"Applications":[26],"R":[28,38],"explores":[29],"the":[30,43,74],"practicality":[31],"of":[32,76],"this":[33],"and":[35,45,89],"successfully":[36],"utilizes":[37],"illustrate":[40],"for":[42,58],"bootstrap":[44,56,77],"other":[46,90],"resampling":[47],"This":[49],"book":[50],"provides":[51],"modern":[53],"introduction":[54],"readers":[59],"who":[60],"do":[61],"not":[62],"an":[64,80],"extensive":[65],"background":[66],"in":[67,86],"advanced":[68],"mathematics.":[69],"Emphasis":[70],"throughout":[71],"is":[72],"on":[73],"use":[75],"exploratory":[81],"tool,":[82],"including":[83],"its":[84],"value":[85],"variable":[87],"selection":[88],"modeling":[91],"environments\u2026":[92],"[Amazon.com]":[93]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":20},{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":15},{"year":2022,"cited_by_count":16},{"year":2021,"cited_by_count":30},{"year":2020,"cited_by_count":31},{"year":2019,"cited_by_count":16},{"year":2018,"cited_by_count":26},{"year":2017,"cited_by_count":34},{"year":2016,"cited_by_count":12},{"year":2015,"cited_by_count":11},{"year":2014,"cited_by_count":6},{"year":2013,"cited_by_count":5},{"year":2012,"cited_by_count":3}],"updated_date":"2026-11-03T10:50:19.383937","created_date":"2016-06-24T00:00:00"}
