{"id":"https://openalex.org/W1762898639","doi":"https://doi.org/10.1007/978-3-642-57489-4_36","title":"Computer Intensive Methods for Mixed-effects Models","display_name":"Computer Intensive Methods for Mixed-effects Models","publication_year":2002,"publication_date":"2002-01-01","ids":{"openalex":"https://openalex.org/W1762898639","doi":"https://doi.org/10.1007/978-3-642-57489-4_36","mag":"1762898639"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-57489-4_36","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-57489-4_36","pdf_url":null,"source":{"id":"https://openalex.org/S4306506691","display_name":"COMPSTAT","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Compstat","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"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/A5109893550","display_name":"Jose Antonio Padilla Sanchez","orcid":null},"institutions":[{"id":"https://openalex.org/I71999127","display_name":"Universitat de Barcelona","ror":"https://ror.org/021018s57","country_code":"ES","type":"education","lineage":["https://openalex.org/I71999127"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Jos\u00e9 A. Sanchez","raw_affiliation_strings":["Statistics Department, University of Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Statistics Department, University of Barcelona, Spain","institution_ids":["https://openalex.org/I71999127"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023254936","display_name":"Jordi Oca\u00f1a","orcid":"https://orcid.org/0000-0002-4736-6996"},"institutions":[{"id":"https://openalex.org/I71999127","display_name":"Universitat de Barcelona","ror":"https://ror.org/021018s57","country_code":"ES","type":"education","lineage":["https://openalex.org/I71999127"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jordi Oca\u00f1a","raw_affiliation_strings":["Statistics Department, University of Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Statistics Department, University of Barcelona, Spain","institution_ids":["https://openalex.org/I71999127"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5109893550"],"corresponding_institution_ids":["https://openalex.org/I71999127"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.16988417,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"261","last_page":"266"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10136","display_name":"Statistical Methods and Inference","score":0.9165999889373779,"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":0.9165999889373779,"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/computer-science","display_name":"Computer science","score":0.6363347768783569},{"id":"https://openalex.org/keywords/parametric-statistics","display_name":"Parametric statistics","score":0.6142351627349854},{"id":"https://openalex.org/keywords/normality","display_name":"Normality","score":0.583730161190033},{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.5432934761047363},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4814271628856659},{"id":"https://openalex.org/keywords/mixed-model","display_name":"Mixed model","score":0.4171091616153717},{"id":"https://openalex.org/keywords/extension","display_name":"Extension (predicate logic)","score":0.4122283458709717},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.22312039136886597},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.18311697244644165},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17563626170158386},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.17057287693023682}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6363347768783569},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.6142351627349854},{"id":"https://openalex.org/C2776157432","wikidata":"https://www.wikidata.org/wiki/Q1375683","display_name":"Normality","level":2,"score":0.583730161190033},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.5432934761047363},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4814271628856659},{"id":"https://openalex.org/C16012445","wikidata":"https://www.wikidata.org/wiki/Q1501135","display_name":"Mixed model","level":2,"score":0.4171091616153717},{"id":"https://openalex.org/C2778029271","wikidata":"https://www.wikidata.org/wiki/Q5421931","display_name":"Extension (predicate logic)","level":2,"score":0.4122283458709717},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.22312039136886597},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.18311697244644165},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17563626170158386},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.17057287693023682}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-642-57489-4_36","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-57489-4_36","pdf_url":null,"source":{"id":"https://openalex.org/S4306506691","display_name":"COMPSTAT","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Compstat","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1587094587","https://openalex.org/W2051150770","https://openalex.org/W2073453589","https://openalex.org/W2097879961","https://openalex.org/W2478445791","https://openalex.org/W2936971519","https://openalex.org/W4206439534","https://openalex.org/W4298872162"],"related_works":["https://openalex.org/W4321650139","https://openalex.org/W2169275958","https://openalex.org/W2506314341","https://openalex.org/W2917687159","https://openalex.org/W2000721663","https://openalex.org/W2405714784","https://openalex.org/W4391002904","https://openalex.org/W2106922074","https://openalex.org/W4285364886","https://openalex.org/W2912770476"],"abstract_inverted_index":{"This":[0,49],"work":[1],"focuses":[2],"on":[3,80],"the":[4,43,72,75,81,87],"development":[5],"of":[6,42,74,83,89],"a":[7,77],"framework":[8],"that":[9],"implements":[10],"computer":[11],"intensive":[12],"methods":[13,59],"for":[14,54,60],"mixed-effects":[15,61],"models":[16],"in":[17,47,86],"an":[18,35,40],"easy":[19],"and":[20,23,57,65],"efficient":[21],"way,":[22],"special":[24],"attention":[25],"is":[26,52,91],"given":[27],"to":[28],"flexible":[29],"bootstrap":[30,58,85],"techniques.":[31],"Here":[32],"we":[33],"developed":[34],"S-Plus":[36],"library,":[37],"nlme.bootstrap,":[38],"as":[39],"extension":[41],"standard":[44],"nlme":[45],"library":[46,51],"S.":[48],"new":[50],"designed":[53],"Monte":[55],"Carlo":[56],"models.":[62],"Some":[63],"design":[64],"implementation":[66],"aspects":[67],"are":[68],"described.":[69],"To":[70],"illustrate":[71],"use":[73],"software,":[76],"simulation":[78],"study":[79],"performance":[82],"parametric":[84],"presence":[88],"non-normality":[90],"discussed.":[92]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}