{"id":"https://openalex.org/W288018931","doi":null,"title":"Survival modelling in mathematical and medical statistics","display_name":"Survival modelling in mathematical and medical statistics","publication_year":2015,"publication_date":"2015-07-01","ids":{"openalex":"https://openalex.org/W288018931","mag":"288018931"},"language":"en","primary_location":{"id":"pmh:oai:etheses.bham.ac.uk:5808","doi":null,"is_oa":true,"landing_page_url":"http://etheses.bham.ac.uk/5808/1/Hua15PhD.pdf","pdf_url":"http://etheses.bham.ac.uk/5808/1/Hua15PhD.pdf","source":{"id":"https://openalex.org/S4306402357","display_name":"University of Birmingham Institutional Research Archive (University of Birmingham)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I79619799","host_organization_name":"University of Birmingham","host_organization_lineage":["https://openalex.org/I79619799"],"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://etheses.bham.ac.uk/5808/1/Hua15PhD.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5037219897","display_name":"Hairui Hua","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Hairui Hua","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5037219897"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":1,"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/T10136","display_name":"Statistical Methods and Inference","score":0.5663999915122986,"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":0.5663999915122986,"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":0.3662000000476837,"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":0.04569999873638153,"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/survival-analysis","display_name":"survival analysis","score":0.9789999723434448},{"id":"https://openalex.org/keywords/hazard-function","display_name":"hazard function","score":0.753000020980835},{"id":"https://openalex.org/keywords/individual-patient-data","display_name":"individual patient data","score":0.9269999861717224},{"id":"https://openalex.org/keywords/survival-modeling","display_name":"survival models","score":0.5989999771118164},{"id":"https://openalex.org/keywords/treatment-response-prediction","display_name":"treatment response prediction","score":0.8199999928474426},{"id":"https://openalex.org/keywords/survival-probability-estimation","display_name":"survival probability estimation","score":0.6010000109672546}],"concepts":[{"id":"https://openalex.org/C49261128","wikidata":"https://www.wikidata.org/wiki/Q1132455","display_name":"Hazard","level":2,"score":0.621286928653717},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.533602774143219},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.5157466530799866},{"id":"https://openalex.org/C207103383","wikidata":"https://www.wikidata.org/wiki/Q3930246","display_name":"Hazard ratio","level":3,"score":0.5006766319274902},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.46480002999305725},{"id":"https://openalex.org/C71134354","wikidata":"https://www.wikidata.org/wiki/Q458825","display_name":"Kernel density estimation","level":3,"score":0.459404855966568},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45801347494125366},{"id":"https://openalex.org/C42600057","wikidata":"https://www.wikidata.org/wiki/Q2915096","display_name":"Survival function","level":3,"score":0.4510853886604309},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.4334661662578583},{"id":"https://openalex.org/C10515644","wikidata":"https://www.wikidata.org/wiki/Q543310","display_name":"Survival analysis","level":2,"score":0.3912760019302368},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.3638371229171753},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3234905004501343},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14984720945358276},{"id":"https://openalex.org/C44249647","wikidata":"https://www.wikidata.org/wiki/Q208498","display_name":"Confidence interval","level":2,"score":0.14236411452293396},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:etheses.bham.ac.uk:5808","doi":null,"is_oa":true,"landing_page_url":"http://etheses.bham.ac.uk/5808/1/Hua15PhD.pdf","pdf_url":"http://etheses.bham.ac.uk/5808/1/Hua15PhD.pdf","source":{"id":"https://openalex.org/S4306402357","display_name":"University of Birmingham Institutional Research Archive (University of Birmingham)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I79619799","host_organization_name":"University of Birmingham","host_organization_lineage":["https://openalex.org/I79619799"],"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:288018931","doi":null,"is_oa":false,"landing_page_url":"http://etheses.bham.ac.uk/5808/1/Hua15PhD.pdf","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:etheses.bham.ac.uk:5808","doi":null,"is_oa":true,"landing_page_url":"http://etheses.bham.ac.uk/5808/1/Hua15PhD.pdf","pdf_url":"http://etheses.bham.ac.uk/5808/1/Hua15PhD.pdf","source":{"id":"https://openalex.org/S4306402357","display_name":"University of Birmingham Institutional Research Archive (University of Birmingham)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I79619799","host_organization_name":"University of Birmingham","host_organization_lineage":["https://openalex.org/I79619799"],"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":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.46810001134872437}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W288018931.pdf","grobid_xml":"https://content.openalex.org/works/W288018931.grobid-xml"},"referenced_works_count":160,"referenced_works":["https://openalex.org/W114355041","https://openalex.org/W118161478","https://openalex.org/W118757060","https://openalex.org/W119742390","https://openalex.org/W154377515","https://openalex.org/W1216394864","https://openalex.org/W1272152194","https://openalex.org/W1498499345","https://openalex.org/W1504480307","https://openalex.org/W1529206929","https://openalex.org/W1543389126","https://openalex.org/W1545313399","https://openalex.org/W1562371968","https://openalex.org/W1570622790","https://openalex.org/W1573701740","https://openalex.org/W1594588774","https://openalex.org/W1595184853","https://openalex.org/W1595743797","https://openalex.org/W1804594662","https://openalex.org/W1852065298","https://openalex.org/W1861891407","https://openalex.org/W1970340946","https://openalex.org/W1977128191","https://openalex.org/W1977247044","https://openalex.org/W1977258390","https://openalex.org/W1979300931","https://openalex.org/W1984732538","https://openalex.org/W1985299015","https://openalex.org/W1985420066","https://openalex.org/W1985875898","https://openalex.org/W1986215651","https://openalex.org/W1988375742","https://openalex.org/W1989580136","https://openalex.org/W1990005059","https://openalex.org/W1996881264","https://openalex.org/W2002256171","https://openalex.org/W2004463790","https://openalex.org/W2004864119","https://openalex.org/W2004945083","https://openalex.org/W2005113904","https://openalex.org/W2015121141","https://openalex.org/W2015928143","https://openalex.org/W2018152980","https://openalex.org/W2024623357","https://openalex.org/W2030351330","https://openalex.org/W2033791152","https://openalex.org/W2042080283","https://openalex.org/W2042304363","https://openalex.org/W2042487706","https://openalex.org/W2043349008","https://openalex.org/W2045675484","https://openalex.org/W2047368053","https://openalex.org/W2049192772","https://openalex.org/W2049552036","https://openalex.org/W2051341948","https://openalex.org/W2051411536","https://openalex.org/W2053452241","https://openalex.org/W2057394200","https://openalex.org/W2058250738","https://openalex.org/W2062009962","https://openalex.org/W2064279221","https://openalex.org/W2067989944","https://openalex.org/W2068746864","https://openalex.org/W2068869745","https://openalex.org/W2070921889","https://openalex.org/W2071328106","https://openalex.org/W2072227363","https://openalex.org/W2072425969","https://openalex.org/W2074703669","https://openalex.org/W2075711546","https://openalex.org/W2076960681","https://openalex.org/W2079352223","https://openalex.org/W2080955947","https://openalex.org/W2082376914","https://openalex.org/W2084164487","https://openalex.org/W2084396669","https://openalex.org/W2089538394","https://openalex.org/W2093507948","https://openalex.org/W2094681746","https://openalex.org/W2095967516","https://openalex.org/W2096584623","https://openalex.org/W2098400316","https://openalex.org/W2098787760","https://openalex.org/W2099304231","https://openalex.org/W2100741073","https://openalex.org/W2103012681","https://openalex.org/W2103041471","https://openalex.org/W2106787323","https://openalex.org/W2107328434","https://openalex.org/W2108191500","https://openalex.org/W2109533003","https://openalex.org/W2109794215","https://openalex.org/W2110032017","https://openalex.org/W2110829452","https://openalex.org/W2112688502","https://openalex.org/W2113178124","https://openalex.org/W2113559481","https://openalex.org/W2113801012","https://openalex.org/W2118202495","https://openalex.org/W2118502261","https://openalex.org/W2119843181","https://openalex.org/W2119910794","https://openalex.org/W2120959053","https://openalex.org/W2125697860","https://openalex.org/W2126436234","https://openalex.org/W2127582131","https://openalex.org/W2128151615","https://openalex.org/W2128516702","https://openalex.org/W2129567559","https://openalex.org/W2131816042","https://openalex.org/W2133848774","https://openalex.org/W2134431449","https://openalex.org/W2134843796","https://openalex.org/W2135369095","https://openalex.org/W2136085913","https://openalex.org/W2136618123","https://openalex.org/W2139276809","https://openalex.org/W2140170995","https://openalex.org/W2141616721","https://openalex.org/W2141691909","https://openalex.org/W2142183725","https://openalex.org/W2143071116","https://openalex.org/W2143304716","https://openalex.org/W2147527890","https://openalex.org/W2148736092","https://openalex.org/W2150346868","https://openalex.org/W2150776809","https://openalex.org/W2151654671","https://openalex.org/W2152096996","https://openalex.org/W2152575253","https://openalex.org/W2155669879","https://openalex.org/W2157367015","https://openalex.org/W2159235877","https://openalex.org/W2159966843","https://openalex.org/W2160672817","https://openalex.org/W2160842550","https://openalex.org/W2161375627","https://openalex.org/W2162491525","https://openalex.org/W2163958583","https://openalex.org/W2168083201","https://openalex.org/W2170137116","https://openalex.org/W2171164995","https://openalex.org/W2171515720","https://openalex.org/W2294550615","https://openalex.org/W2297716127","https://openalex.org/W2316039394","https://openalex.org/W2323421875","https://openalex.org/W2329094530","https://openalex.org/W2405442768","https://openalex.org/W2796537448","https://openalex.org/W2796700885","https://openalex.org/W2796988726","https://openalex.org/W2797333853","https://openalex.org/W2797597138","https://openalex.org/W2800963611","https://openalex.org/W2896208542","https://openalex.org/W2995133996","https://openalex.org/W3104887532","https://openalex.org/W3148173213","https://openalex.org/W4237383128"],"related_works":["https://openalex.org/W2585519405","https://openalex.org/W403004138","https://openalex.org/W4390741081","https://openalex.org/W2242852897","https://openalex.org/W6922186649","https://openalex.org/W7099341436","https://openalex.org/W2112593211","https://openalex.org/W114355041","https://openalex.org/W421231784","https://openalex.org/W7165365303"],"abstract_inverted_index":{"An":[0],"essential":[1],"aspect":[2],"of":[3,11,21,39,56,61,84],"survival":[4,12,85,100],"analysis":[5],"is":[6,26],"the":[7,22,34,54,80],"estimation":[8,36],"and":[9,37,45,65,82],"prediction":[10],"probabilities":[13],"for":[14],"individuals.":[15],"For":[16],"this":[17],"purpose,":[18],"mathematical":[19,44,49],"modelling":[20],"hazard":[23,40,62,71],"rate":[24,41,63,72],"function":[25,64],"a":[27,57,66],"fundamental":[28],"issue.":[29],"This":[30],"thesis":[31],"focuses":[32],"on":[33,53,79],"novel":[35],"application":[38],"functions":[42],"in":[43],"medical":[46,75],"research.":[47],"In":[48,74],"research":[50,76],"we":[51,77],"focus":[52],"development":[55,81],"semiparametric":[58],"kernel-based":[59],"estimate":[60],"L\\\\(_1\\\\)":[67],"error":[68],"optimal":[69],"kernel":[70],"estimate.":[73],"concentrate":[78],"validation":[83],"models":[86,101],"using":[87],"individual":[88,104],"participant":[89],"data":[90],"from":[91,111],"multiple":[92,112],"studies.":[93],"We":[94],"also":[95],"consider":[96],"how":[97],"to":[98,106],"fit":[99],"that":[102],"predict":[103],"response":[105],"treatment":[107],"effectiveness,":[108],"given":[109],"IPD":[110],"trials.":[113]},"counts_by_year":[{"year":2015,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2016-06-24T00:00:00"}