{"id":"https://openalex.org/W596057925","doi":null,"title":"Spline models for the analysis of recurrent event panel data","display_name":"Spline models for the analysis of recurrent event panel data","publication_year":2007,"publication_date":"2007-01-01","ids":{"openalex":"https://openalex.org/W596057925","mag":"596057925"},"language":"en","primary_location":{"id":"pmh:oai:summit.sfu.ca:8076","doi":null,"is_oa":true,"landing_page_url":"http://summit.sfu.ca/item/8076","pdf_url":"http://summit.sfu.ca/item/8076","source":{"id":"https://openalex.org/S4306400490","display_name":"Summit (Simon Fraser University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I18014758","host_organization_name":"Simon Fraser University","host_organization_lineage":["https://openalex.org/I18014758"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Thesis"},"volume":null,"type":"dissertation","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://summit.sfu.ca/item/8076","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5056401586","display_name":"Jason D. Nielsen","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Jason D. Nielsen","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5056401586"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"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/T10243","display_name":"Statistical Methods and Bayesian Inference","score":0.8291000127792358,"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":0.8291000127792358,"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":0.06880000233650208,"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/T13500","display_name":"Probability and Statistical Research","score":0.0471000000834465,"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/semiparametric-models","display_name":"semiparametric models","score":0.7250000238418579},{"id":"https://openalex.org/keywords/frailty","display_name":"frailty","score":0.6840000152587891},{"id":"https://openalex.org/keywords/time-varying-covariate-effects","display_name":"time-varying covariate effects","score":0.8730000257492065},{"id":"https://openalex.org/keywords/mixture-models","display_name":"mixture models","score":0.8019999861717224},{"id":"https://openalex.org/keywords/longitudinal-count-data","display_name":"longitudinal count data","score":0.5429999828338623}],"concepts":[{"id":"https://openalex.org/C10390562","wikidata":"https://www.wikidata.org/wiki/Q581809","display_name":"Spline (mechanical)","level":2,"score":0.5685722827911377},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44900330901145935},{"id":"https://openalex.org/C2987896495","wikidata":"https://www.wikidata.org/wiki/Q5416716","display_name":"Event data","level":3,"score":0.437412291765213},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.4268644452095032},{"id":"https://openalex.org/C6422946","wikidata":"https://www.wikidata.org/wiki/Q857354","display_name":"Panel data","level":2,"score":0.4194064140319824},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.3924471139907837},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3552874028682709},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.323141872882843},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.29303789138793945},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2696017622947693},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.1608985960483551},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.11519801616668701},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:summit.sfu.ca:8076","doi":null,"is_oa":true,"landing_page_url":"http://summit.sfu.ca/item/8076","pdf_url":"http://summit.sfu.ca/item/8076","source":{"id":"https://openalex.org/S4306400490","display_name":"Summit (Simon Fraser University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I18014758","host_organization_name":"Simon Fraser University","host_organization_lineage":["https://openalex.org/I18014758"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Thesis"},{"id":"mag:596057925","doi":null,"is_oa":false,"landing_page_url":"https://summit.sfu.ca/item/8076","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":{"id":"pmh:oai:summit.sfu.ca:8076","doi":null,"is_oa":true,"landing_page_url":"http://summit.sfu.ca/item/8076","pdf_url":"http://summit.sfu.ca/item/8076","source":{"id":"https://openalex.org/S4306400490","display_name":"Summit (Simon Fraser University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I18014758","host_organization_name":"Simon Fraser University","host_organization_lineage":["https://openalex.org/I18014758"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Thesis"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W596057925.pdf","grobid_xml":"https://content.openalex.org/works/W596057925.grobid-xml"},"referenced_works_count":86,"referenced_works":["https://openalex.org/W101236184","https://openalex.org/W193386471","https://openalex.org/W249661971","https://openalex.org/W1487825358","https://openalex.org/W1528905581","https://openalex.org/W1548669759","https://openalex.org/W1564116863","https://openalex.org/W1567052132","https://openalex.org/W1579271636","https://openalex.org/W1965399019","https://openalex.org/W1973872091","https://openalex.org/W1974493848","https://openalex.org/W1979159029","https://openalex.org/W1982585616","https://openalex.org/W1983126382","https://openalex.org/W1986096508","https://openalex.org/W1988008794","https://openalex.org/W1988718903","https://openalex.org/W1988889362","https://openalex.org/W1990420052","https://openalex.org/W1996160600","https://openalex.org/W2003001061","https://openalex.org/W2005986688","https://openalex.org/W2007719232","https://openalex.org/W2011186100","https://openalex.org/W2011515496","https://openalex.org/W2012053212","https://openalex.org/W2014581807","https://openalex.org/W2017137572","https://openalex.org/W2017535969","https://openalex.org/W2017694119","https://openalex.org/W2023907325","https://openalex.org/W2024690006","https://openalex.org/W2024941149","https://openalex.org/W2025292365","https://openalex.org/W2028949909","https://openalex.org/W2029126177","https://openalex.org/W2046713381","https://openalex.org/W2046977371","https://openalex.org/W2051956768","https://openalex.org/W2053086663","https://openalex.org/W2053779301","https://openalex.org/W2056432540","https://openalex.org/W2056460814","https://openalex.org/W2058172116","https://openalex.org/W2060986478","https://openalex.org/W2064452544","https://openalex.org/W2067596735","https://openalex.org/W2069371995","https://openalex.org/W2078184109","https://openalex.org/W2079360233","https://openalex.org/W2085289178","https://openalex.org/W2085309210","https://openalex.org/W2089887873","https://openalex.org/W2090019784","https://openalex.org/W2090344516","https://openalex.org/W2090636411","https://openalex.org/W2104499761","https://openalex.org/W2106842153","https://openalex.org/W2117853077","https://openalex.org/W2119786508","https://openalex.org/W2120035527","https://openalex.org/W2122060593","https://openalex.org/W2124181495","https://openalex.org/W2136857234","https://openalex.org/W2139539678","https://openalex.org/W2140641091","https://openalex.org/W2141929736","https://openalex.org/W2145642620","https://openalex.org/W2146766088","https://openalex.org/W2149860264","https://openalex.org/W2162240567","https://openalex.org/W2162430620","https://openalex.org/W2162870748","https://openalex.org/W2166099399","https://openalex.org/W2319384619","https://openalex.org/W2321910976","https://openalex.org/W2332903284","https://openalex.org/W2334370562","https://openalex.org/W2797463641","https://openalex.org/W2799087070","https://openalex.org/W3000332379","https://openalex.org/W3015463134","https://openalex.org/W3029645440","https://openalex.org/W3124567902","https://openalex.org/W4302172370"],"related_works":["https://openalex.org/W3136143978","https://openalex.org/W1965508964","https://openalex.org/W2028386223","https://openalex.org/W2562556747","https://openalex.org/W2067533744","https://openalex.org/W1510970113","https://openalex.org/W1973417480","https://openalex.org/W2007269822","https://openalex.org/W1871973098","https://openalex.org/W2946029892"],"abstract_inverted_index":{"There":[0],"has":[1],"been":[2],"a":[3,142,166,194,227,262,336],"substantial":[4],"interest":[5,61],"in":[6,13,97,121,271,283,299,305,312,319,344],"longitudinal":[7,39,46],"studies,":[8,47],"particularly":[9],"for":[10,20,110,132,145,160,175,225,264,341],"monitoring":[11],"changes":[12],"profiles":[14],"of":[15,18,28,68,71,84,124,135,181,186,240,247,292,297,330,338,348],"specific":[16,57],"sub-sectors":[17],"society,":[19],"example,":[21,111,226,270],"Statistics":[22],"Canada's":[23],"Canadian":[24],"National":[25],"Longitudinal":[26],"Study":[27],"Children":[29],"and":[30,33,44,140,309,315],"Youth":[31],"(1996)":[32],"the":[34,82,122,133,158,187,272,284,300,306,313,320,323],"Women's":[35],"Health":[36],"Australia":[37],"national":[38],"study":[40,123],"(2005).":[41],"For":[42,269],"these":[43,241],"many":[45],"so-called":[48],"panel":[49,75,138],"data":[50,76,92,139],"are":[51,95,114,163,202,223],"collected,":[52],"with":[53,198,253,335],"information":[54,80],"gathered":[55],"between":[56,86],"follow-up":[58,87],"times.":[59],"When":[60],"focuses":[62],"on":[63,81],"multiple":[64],"or":[65,116,230],"recurrent":[66,73,136],"episodes":[67],"an":[69],"event":[70,74,108,137],"interest,":[72],"arise,":[77],"where":[78,100,172],"only":[79,149],"number":[83],"recurrences":[85],"times":[88],"is":[89,102,190,276],"recorded.":[90],"Such":[91],"collection":[93],"designs":[94],"typical":[96],"clinical":[98],"studies":[99],"it":[101],"not":[103],"possible":[104],"to":[105,178,192,211,287],"record":[106],"exact":[107],"times,":[109],"if":[112],"examinations":[113],"invasive":[115],"occur":[117],"too":[118],"frequently":[119],"as":[120,205],"chronic":[125],"diseases.":[126],"This":[127],"thesis":[128,235,333],"discusses":[129],"semiparametric":[130],"methods":[131],"analysis":[134,147],"offers":[141,217],"comprehensive":[143],"framework":[144],"such":[146,266],"requiring":[148],"minimal":[150],"distributional":[151],"assumptions.":[152],"The":[153,183,215,234,332],"basic":[154],"model":[155],"assumes":[156],"that":[157,275],"counts":[159,252],"each":[161],"subject":[162],"generated":[164,289],"by":[165,290],"mixed":[167,242],"nonhomogeneous":[168],"Poisson":[169],"process":[170,189],"(NHPP)":[171],"frailties":[173],"account":[174],"heterogeneity":[176],"common":[177],"this":[179,207,279,328,345],"type":[180,329],"data.":[182],"generating":[184],"intensity":[185,255],"counting":[188],"assumed":[191],"be":[193,288],"smooth":[195],"function":[196],"modeled":[197],"splines.":[199],"Covariate":[200],"effects":[201,210],"also":[203,236],"represented":[204],"splines;":[206],"permits":[208],"covariate":[209,232],"change":[212],"over":[213],"time.":[214],"development":[216],"several":[218,339],"special":[219],"limiting":[220],"cases":[221],"which":[222,250,303,317],"common,":[224],"constant":[228],"intensity,":[229],"fixed":[231],"effects.":[233],"considers":[237],"discrete":[238],"mixtures":[239],"NHPP":[243],"models":[244],"accommodating":[245,265],"clusters":[246],"hidden":[248],"sub-populations":[249],"generate":[251],"differing":[254],"functions.":[256],"Several":[257],"recent":[258],"applications":[259],"investigated":[260],"suggested":[261],"need":[263],"unobservable":[267],"sub-populations.":[268],"motivating":[273],"application":[274],"used":[277],"throughout":[278],"thesis,":[280],"moth":[281],"matings":[282],"summer":[285],"seem":[286],"emergence":[291],"at":[293],"least":[294],"two":[295],"types":[296],"moths":[298],"spring:":[301],"those":[302,316],"overwinter":[304,318],"pupal":[307],"stage":[308],"emerge":[310],"earlier":[311],"spring,":[314],"egg":[321],"stage;":[322],"finite":[324],"mixture":[325],"approach":[326],"accommodates":[327],"behavior.":[331],"concludes":[334],"discussion":[337],"areas":[340],"further":[342],"investigation":[343],"important":[346],"field":[347],"study.":[349]},"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2016-06-24T00:00:00"}
