Empirical likelihood inference for a semiparametric hazards regression model
We investigated the empirical likelihood inference approach under a general class of semiparametric hazards regression models with survival data subject to right-censoring. An empirical likelihood ratio for the full 2p regression parameters involved in the model is obtained. We showed that it conver...
Saved in:
| Published in | Communications in statistics. Theory and methods Vol. 45; no. 11; pp. 3236 - 3248 |
|---|---|
| Main Authors | , |
| Format | Journal Article |
| Language | English |
| Published |
Philadelphia
Taylor & Francis
02.06.2016
Taylor & Francis Ltd |
| Subjects | |
| Online Access | Get full text |
| ISSN | 0361-0926 1532-415X |
| DOI | 10.1080/03610926.2014.901368 |
Cover
| Abstract | We investigated the empirical likelihood inference approach under a general class of semiparametric hazards regression models with survival data subject to right-censoring. An empirical likelihood ratio for the full 2p regression parameters involved in the model is obtained. We showed that it converged weakly to a random variable which could be written as a weighted sum of 2p independent chi-squared variables with one degree of freedom. Using this, we could construct a confidence region for parameters. We also suggested an adjusted version for the preceding statistic, whose limit followed a standard chi-squared distribution with 2p degrees of freedom. |
|---|---|
| AbstractList | We investigated the empirical likelihood inference approach under a general class of semiparametric hazards regression models with survival data subject to right-censoring. An empirical likelihood ratio for the full 2p regression parameters involved in the model is obtained. We showed that it converged weakly to a random variable which could be written as a weighted sum of 2p independent chi-squared variables with one degree of freedom. Using this, we could construct a confidence region for parameters. We also suggested an adjusted version for the preceding statistic, whose limit followed a standard chi-squared distribution with 2p degrees of freedom. |
| Author | Chen, Wei Wang, Dehui |
| Author_xml | – sequence: 1 givenname: Wei surname: Chen fullname: Chen, Wei email: chenweixiyang@sina.com.cn organization: College of Mathematics, Jilin University – sequence: 2 givenname: Dehui surname: Wang fullname: Wang, Dehui organization: College of Mathematics, Jilin University |
| BookMark | eNp9kEFrGzEQhUVwII6Tf5DDQi-5rKtZSSvpVIJx2oKhlxZyE4p2tparXbkjm5D8-q5xe8mhl3mX7z2G75rNxjwiY3fAl8AN_8hFC9w27bLhIJeWg2jNBZuDEk0tQT3N2PyE1Cfmil2XsuMclDZizjbrYR8pBp-qFH9hitucuyqOPRKOAas-U-WrgkPce_IDHia22vo3T12pCH8SlhLzWA25w3TDLnufCt7-zQX78bj-vvpSb759_rp62NRBgD7UXSsCokajeqlVE1rpLViUstVSG914JVvrecAueOiebQt2uqoR2PO-gWexYPfn3T3l30csBzfEEjAlP2I-FgcGlDW2sXxCP7xDd_lI4_SdA22UVlZwM1HyTAXKpRD2bk9x8PTqgLuTYvdPsTspdmfFU-3TuTb5yjT4l0ypcwf_mjL15McQixP_XfgD_q6EAw |
| Cites_doi | 10.1142/9789812567765_0020 10.1007/978-1-4612-4348-9 10.1201/9781420036152 10.1093/biomet/88.3.687 10.1007/s10463-009-0223-7 10.1016/j.jmva.2010.03.016 10.1007/s11749-009-0159-5 10.1016/j.jmva.2005.09.007 10.1081/SAC-100001859 10.1214/aos/1176347494 10.1111/1467-9469.00320 10.1016/S0047-259X(02)00015-5 10.1016/0167-7152(94)00210-Y 10.1093/biomet/85.3.605 10.1080/01621459.1995.10476645 10.1111/j.2517-6161.1972.tb00899.x 10.1198/016214502753479446 10.1093/biomet/92.2.492 10.1016/j.spl.2011.01.008 |
| ContentType | Journal Article |
| Copyright | 2016 Taylor & Francis Group, LLC 2016 2016 Taylor & Francis Group, LLC |
| Copyright_xml | – notice: 2016 Taylor & Francis Group, LLC 2016 – notice: 2016 Taylor & Francis Group, LLC |
| DBID | AAYXX CITATION 7SC 7TB 8FD FR3 JQ2 KR7 L7M L~C L~D |
| DOI | 10.1080/03610926.2014.901368 |
| DatabaseName | CrossRef Computer and Information Systems Abstracts Mechanical & Transportation Engineering Abstracts Technology Research Database Engineering Research Database ProQuest Computer Science Collection Civil Engineering Abstracts Advanced Technologies Database with Aerospace Computer and Information Systems Abstracts Academic Computer and Information Systems Abstracts Professional |
| DatabaseTitle | CrossRef Civil Engineering Abstracts Technology Research Database Computer and Information Systems Abstracts – Academic Mechanical & Transportation Engineering Abstracts ProQuest Computer Science Collection Computer and Information Systems Abstracts Engineering Research Database Advanced Technologies Database with Aerospace Computer and Information Systems Abstracts Professional |
| DatabaseTitleList | Civil Engineering Abstracts Civil Engineering Abstracts |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Statistics Mathematics |
| EISSN | 1532-415X |
| EndPage | 3248 |
| ExternalDocumentID | 4041468091 10_1080_03610926_2014_901368 901368 |
| Genre | Research Article |
| GroupedDBID | -~X .7F .QJ 0BK 0R~ 29F 2DF 30N 4.4 5GY 5VS 8VB AAENE AAJMT AALDU AAMIU AAPUL AAQRR ABCCY ABEHJ ABFIM ABHAV ABJNI ABLIJ ABPAQ ABPEM ABTAI ABXUL ABXYU ACGEJ ACGFS ACIWK ACTIO ADCVX ADGTB ADXPE ADYSH AEISY AEOZL AEPSL AEYOC AFKVX AFRVT AGDLA AGMYJ AIJEM AIYEW AJWEG AKBVH AKOOK ALMA_UNASSIGNED_HOLDINGS ALQZU AQRUH AVBZW AWYRJ BLEHA CCCUG CE4 CS3 DGEBU DKSSO EBS EJD E~A E~B F5P GTTXZ H13 HF~ HZ~ H~P IPNFZ J.P K1G KYCEM M4Z NA5 NY~ O9- QWB RIG RNANH ROSJB RTWRZ S-T SNACF TBQAZ TDBHL TEJ TFL TFT TFW TN5 TTHFI TUROJ TWF TWZ UPT UT5 UU3 WH7 ZGOLN ZL0 ~02 ~S~ AAGDL AAHIA AAYXX AMPGV AMVHM CITATION 7SC 7TB 8FD FR3 JQ2 KR7 L7M L~C L~D TASJS |
| ID | FETCH-LOGICAL-c317t-d63cee7e85f4752c64a919e446747872a5469a0cedca1db9619db9523ef0f21b3 |
| ISSN | 0361-0926 |
| IngestDate | Fri Sep 05 10:35:09 EDT 2025 Wed Aug 13 08:54:38 EDT 2025 Tue Jul 01 05:19:03 EDT 2025 Fri Mar 14 04:11:06 EDT 2025 |
| IsPeerReviewed | true |
| IsScholarly | true |
| Issue | 11 |
| Language | English |
| LinkModel | OpenURL |
| MergedId | FETCHMERGED-LOGICAL-c317t-d63cee7e85f4752c64a919e446747872a5469a0cedca1db9619db9523ef0f21b3 |
| Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 content type line 23 |
| PQID | 1785759308 |
| PQPubID | 186202 |
| PageCount | 13 |
| ParticipantIDs | proquest_miscellaneous_1815989290 proquest_journals_1785759308 informaworld_taylorfrancis_310_1080_03610926_2014_901368 crossref_primary_10_1080_03610926_2014_901368 |
| ProviderPackageCode | CITATION AAYXX |
| PublicationCentury | 2000 |
| PublicationDate | 2016-06-02 |
| PublicationDateYYYYMMDD | 2016-06-02 |
| PublicationDate_xml | – month: 06 year: 2016 text: 2016-06-02 day: 02 |
| PublicationDecade | 2010 |
| PublicationPlace | Philadelphia |
| PublicationPlace_xml | – name: Philadelphia |
| PublicationTitle | Communications in statistics. Theory and methods |
| PublicationYear | 2016 |
| Publisher | Taylor & Francis Taylor & Francis Ltd |
| Publisher_xml | – name: Taylor & Francis – name: Taylor & Francis Ltd |
| References | Lu X. (e_1_3_3_15_1) 2004; 24 e_1_3_3_18_1 Li G. (e_1_3_3_12_1) 2003; 13 e_1_3_3_17_1 Ying Z. (e_1_3_3_22_1) 1993 e_1_3_3_19_1 e_1_3_3_14_1 e_1_3_3_13_1 e_1_3_3_16_1 e_1_3_3_10_1 e_1_3_3_11_1 e_1_3_3_6_1 e_1_3_3_9_1 Hall P. (e_1_3_3_8_1) 1990 e_1_3_3_25_1 e_1_3_3_24_1 Fleming T.R. (e_1_3_3_7_1) 2011 e_1_3_3_26_1 e_1_3_3_3_1 e_1_3_3_2_1 e_1_3_3_20_1 e_1_3_3_5_1 Tsiatis A.A. (e_1_3_3_21_1) 1990 e_1_3_3_23_1 e_1_3_3_4_1 |
| References_xml | – ident: e_1_3_3_11_1 doi: 10.1142/9789812567765_0020 – ident: e_1_3_3_2_1 doi: 10.1007/978-1-4612-4348-9 – ident: e_1_3_3_18_1 doi: 10.1201/9781420036152 – ident: e_1_3_3_4_1 doi: 10.1093/biomet/88.3.687 – ident: e_1_3_3_23_1 doi: 10.1007/s10463-009-0223-7 – ident: e_1_3_3_24_1 doi: 10.1016/j.jmva.2010.03.016 – ident: e_1_3_3_5_1 doi: 10.1007/s11749-009-0159-5 – ident: e_1_3_3_14_1 doi: 10.1016/j.jmva.2005.09.007 – ident: e_1_3_3_19_1 doi: 10.1081/SAC-100001859 – start-page: 18(1):354 year: 1990 ident: e_1_3_3_21_1 article-title: Estimating regression parameters using linear rank tests for censored data publication-title: Ann. Stat. – ident: e_1_3_3_17_1 doi: 10.1214/aos/1176347494 – ident: e_1_3_3_3_1 doi: 10.1111/1467-9469.00320 – start-page: 21(1):76 year: 1993 ident: e_1_3_3_22_1 article-title: A large sample study of rank estimation for censored regression data publication-title: Ann. Stat. – volume: 13 start-page: 51 year: 2003 ident: e_1_3_3_12_1 article-title: Empirical likelihood regression analysis for right censored data publication-title: Stat. Sin. – ident: e_1_3_3_20_1 doi: 10.1016/S0047-259X(02)00015-5 – ident: e_1_3_3_10_1 doi: 10.1016/0167-7152(94)00210-Y – ident: e_1_3_3_13_1 doi: 10.1093/biomet/85.3.605 – volume: 24 start-page: 419 issue: 2 year: 2004 ident: e_1_3_3_15_1 article-title: Empirical likelihood for the additive risk model publication-title: Probab. Math. Stat.-PWN – ident: e_1_3_3_16_1 doi: 10.1080/01621459.1995.10476645 – volume-title: Counting Processes and Survival Analysis year: 2011 ident: e_1_3_3_7_1 – start-page: 109 year: 1990 ident: e_1_3_3_8_1 article-title: Methodology and algorithms of empirical likelihood publication-title: Int. Stat. Rev./Revue Internationale de Statistique – ident: e_1_3_3_6_1 doi: 10.1111/j.2517-6161.1972.tb00899.x – ident: e_1_3_3_9_1 doi: 10.1198/016214502753479446 – ident: e_1_3_3_26_1 doi: 10.1093/biomet/92.2.492 – ident: e_1_3_3_25_1 doi: 10.1016/j.spl.2011.01.008 |
| SSID | ssj0015783 |
| Score | 2.0514412 |
| Snippet | We investigated the empirical likelihood inference approach under a general class of semiparametric hazards regression models with survival data subject to... |
| SourceID | proquest crossref informaworld |
| SourceType | Aggregation Database Index Database Publisher |
| StartPage | 3236 |
| SubjectTerms | Accelerated failure time model Chi-square test Confidence intervals Confidence region Degrees of freedom Economic models Empirical analysis Empirical likelihood ratio Estimating techniques Hazards Independent variables Inference Likelihood ratio Mathematical analysis Mathematical models Normal approximation Parameter estimation Parameters Primary: 62N02; Secondary: 62F25 Proportional hazards model Random variables Regression Regression models Right-censored data Semiparametric regression Statistical analysis Statistical tests Statistics |
| Title | Empirical likelihood inference for a semiparametric hazards regression model |
| URI | https://www.tandfonline.com/doi/abs/10.1080/03610926.2014.901368 https://www.proquest.com/docview/1785759308 https://www.proquest.com/docview/1815989290 |
| Volume | 45 |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV3Nb9MwFLeqcRkHBAPEYKAgcatcxY7z4eM0Ok2oKwdS0ZsVJw6LWLNpTS8Tf_yeP_KlVRNwsaq4TVK_n5_fs9_7PYS-KMAAI7nEUqoSg_0fYQmrJmZBwcOcwIplHMXLZXSxYt_W4Xoy-TPMLmnkLL_fm1fyP1KFayBXnSX7D5LtbgoX4DPIF1qQMLR_JeP55rayFB_X1W91XRmK4qpN4bMBktOt2lSa4Huja2fl06vsXudZTe_ULxsCW9tqOEMrdZQ1YgJmdd6RpXSeuXR-c-pg6093ZvmZS_X4qap-o94qk6_qalcNtxhIZEKheoc0fVTtYxByZDOvCPY5dZTWrSKlGIyD9VDTWuLIFlFkoDcDGkSDNRisvGSvfncBkYEmiac6woSwGde0c0m_nrVn-Mvv4ny1WIh0vk7HvWb5ZoBRFiW-pj54RuPYHPIH_rI7gwJdZotru3_XJl5qZvY9LzAybEa0t4-WeWO7pC_RC-d0eKcWQa_QRNVH6Pllx9i7PUKHPzoJv0aLDlheDyyvA5YHD_UybwwszwHL64HlGWC9QavzeXp2gV3ZDZzD1GxwEQVgOcUqCUsWhzSPWMYJV0zXpQH1TrOQRTzzc1XkGSkkBxcc2pAGqvRLSmTwFh3UN7V6hzzwj3kBjlEUy5hxVWRFLPX-GaVcsxSpY4TbMRO3ll1FkJa01o2x0GMs7Bgfo2Q4sKIxyCwtKEXw9E9PWiEIN4W3gsSmQG3gQ_fnrhsUrD41y2p1s4PvwJvyBLwI__3Tt_iADvvJc4IOmrud-ggWayM_GWA9AGS-kds |
| linkProvider | Taylor & Francis |
| linkToHtml | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV07T8MwED7xGCgDb0R5Gok1Jc7bI0KgAm2nVmKz4sSBqDQgki799ZztpKIgGGDJ4jixfed7-fwdwIVEHvBoIiwhZGah_R9YArWm5bkp8xOKGks7iv1B0B15949-k01Y1mmVyofODFCEltVqc6tgdJMSd4lSl9rMURkG1OswBTsWLcOqj6a7YnLXHswPEpAhTYXkAL1m7NLcnvvhKwvaaQG79Jus1grodhNEM3STdzLuTCvRSWZfUB3_Nbct2KjNU3Jl-GkblmSxA-v9ObZruQMtZZ8aeOdd6N1M3nKNMkJe8rF8yRVKMsmbW4QEZ0ZiUspJrjDGJ6p8V0Ke45m66kXe5ZPJwi2ILsizB6Pbm-F116oLNFgJErGy0sBFHRvKyM-80HeSwIsZZdJTFUxQEDixj853bCcyTWKaCobOGj7R9ZWZnTlUuPuwUrwW8gAIelIsRRM6CEXoMZnGaShUpMVxmMKzkW2wGsLwN4PDwWkDb1ovGVdLxs2StSH6TD1e6fhHZoqVcPf3rscNpXm9oUtOQ13K1LWx-XzejFtRna_EhXyd4js4UhahvWkf_v3vZ7DWHfZ7vHc3eDiCFrYEOjPNOYaV6n0qT9AGqsSp5vIP7bL40Q |
| linkToPdf | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV07T8MwED7xkBAMPAqI8jQSa0qcZz0iaFWgVAxU6mbZiQMRNFQ0XfrrOdtNxUMwwJLFcWL7zvew774DOFPIAwFNpCOlyhy0_yNHotZ0Aj9lYUJRYxlH8a4XdfrBzSAcfMji12GV2ofOLFCEkdV6c4_SrIqIO0ehS13m6QADGjSYRh1rLsJyhNaJDurz3d78HgH50RZIjtBpxi5V8twPX_mknD5Bl34T1Ub_tDdAVCO3YSfPjUkpG8n0C6jjf6a2Cesz45RcWG7aggVV1GDtbo7sOq7BqrZOLbjzNnRbw1FuMEbIS_6sXnKNkUzyKoeQ4MSIIGM1zDXC-FAX70rIk5jqRC_yph5tDG5BTDmeHei3Ww-XHWdWnsFJkISlk0Y-athYNcMsiEMviQLBKFOBrl-CYsATIbrewk1UmgiaSoauGj7R8VWZm3lU-ruwVLwWag8I-lEsRQM6imUcMJWKNJb6nMXzmEazUXVwKrrwkUXh4LQCN50tGddLxu2S1aH5kXi8NKcfmS1Vwv3fux5WhOaz7TzmNDaFTH0Xm0_nzbgR9e2KKNTrBN_BkbImWpvu_t__fgIr91dt3r3u3R7AKjZEJizNO4Sl8m2ijtAAKuWx4fF33EX3dQ |
| openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Empirical+likelihood+inference+for+a+semiparametric+hazards+regression+model&rft.jtitle=Communications+in+statistics.+Theory+and+methods&rft.au=Chen%2C+Wei&rft.au=Wang%2C+Dehui&rft.date=2016-06-02&rft.pub=Taylor+%26+Francis+Ltd&rft.issn=0361-0926&rft.eissn=1532-415X&rft.volume=45&rft.issue=11&rft.spage=3236&rft.epage=3248&rft_id=info:doi/10.1080%2F03610926.2014.901368&rft.externalDBID=NO_FULL_TEXT&rft.externalDocID=4041468091 |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0361-0926&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0361-0926&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0361-0926&client=summon |