Additive partially linear model for pooled biomonitoring data
Human biomonitoring involves monitoring human health by measuring the accumulation of harmful chemicals, typically in specimens like blood samples. The high cost of chemical analysis has led researchers to adopt a cost-effective approach. This approach physically combines specimens and subsequently...
Saved in:
| Published in | Computational statistics & data analysis Vol. 190; p. 107862 |
|---|---|
| Main Authors | , |
| Format | Journal Article |
| Language | English |
| Published |
Netherlands
Elsevier B.V
01.02.2024
|
| Subjects | |
| Online Access | Get full text |
Cover
Loading…
| Abstract | Human biomonitoring involves monitoring human health by measuring the accumulation of harmful chemicals, typically in specimens like blood samples. The high cost of chemical analysis has led researchers to adopt a cost-effective approach. This approach physically combines specimens and subsequently analyzes the concentration of toxic substances within the merged pools. Consequently, there arises a need for innovative regression techniques to effectively interpret these aggregated measurements. To address this need, a new regression framework is proposed by extending the additive partially linear model (APLM) to accommodate the pooling context. The APLM is well-known for its versatility in capturing the complex association between outcomes and covariates, which is particularly valuable in assessing the complex interplay between chemical bioaccumulation and potential risk factors. Consistent estimators of the APLM are obtained through an iterative process that disaggregates information from the pooled observations. The performance is evaluated through simulations and an environmental health study focused on brominated flame retardants using data from the National Health and Nutrition Examination Survey. |
|---|---|
| AbstractList | Human biomonitoring involves monitoring human health by measuring the accumulation of harmful chemicals, typically in specimens like blood samples. The high cost of chemical analysis has led researchers to adopt a cost-effective approach. This approach physically combines specimens and subsequently analyzes the concentration of toxic substances within the merged pools. Consequently, there arises a need for innovative regression techniques to effectively interpret these aggregated measurements. To address this need, a new regression framework is proposed by extending the additive partially linear model (APLM) to accommodate the pooling context. The APLM is well-known for its versatility in capturing the complex association between outcomes and covariates, which is particularly valuable in assessing the complex interplay between chemical bioaccumulation and potential risk factors. Consistent estimators of the APLM are obtained through an iterative process that disaggregates information from the pooled observations. The performance is evaluated through simulations and an environmental health study focused on brominated flame retardants using data from the National Health and Nutrition Examination Survey. Human biomonitoring involves monitoring human health by measuring the accumulation of harmful chemicals, typically in specimens like blood samples. The high cost of chemical analysis has led researchers to adopt a cost-effective approach. This approach physically combines specimens and subsequently analyzes the concentration of toxic substances within the merged pools. Consequently, there arises a need for innovative regression techniques to effectively interpret these aggregated measurements. To address this need, a new regression framework is proposed by extending the additive partially linear model (APLM) to accommodate the pooling context. The APLM is well-known for its versatility in capturing the complex association between outcomes and covariates, which is particularly valuable in assessing the complex interplay between chemical bioaccumulation and potential risk factors. Consistent estimators of the APLM are obtained through an iterative process that disaggregates information from the pooled observations. The performance is evaluated through simulations and an environmental health study focused on brominated flame retardants using data from the National Health and Nutrition Examination Survey.Human biomonitoring involves monitoring human health by measuring the accumulation of harmful chemicals, typically in specimens like blood samples. The high cost of chemical analysis has led researchers to adopt a cost-effective approach. This approach physically combines specimens and subsequently analyzes the concentration of toxic substances within the merged pools. Consequently, there arises a need for innovative regression techniques to effectively interpret these aggregated measurements. To address this need, a new regression framework is proposed by extending the additive partially linear model (APLM) to accommodate the pooling context. The APLM is well-known for its versatility in capturing the complex association between outcomes and covariates, which is particularly valuable in assessing the complex interplay between chemical bioaccumulation and potential risk factors. Consistent estimators of the APLM are obtained through an iterative process that disaggregates information from the pooled observations. The performance is evaluated through simulations and an environmental health study focused on brominated flame retardants using data from the National Health and Nutrition Examination Survey. |
| ArticleNumber | 107862 |
| Author | Mou, Xichen Wang, Dewei |
| AuthorAffiliation | a Division of Epidemiology, Biostatistics, and Environmental Health, School of Public Health, University of Memphis, Memphis, TN 38152, U.S.A b Department of Statistics, University of South Carolina, Columbia, SC 29208, U.S.A |
| AuthorAffiliation_xml | – name: b Department of Statistics, University of South Carolina, Columbia, SC 29208, U.S.A – name: a Division of Epidemiology, Biostatistics, and Environmental Health, School of Public Health, University of Memphis, Memphis, TN 38152, U.S.A |
| Author_xml | – sequence: 1 givenname: Xichen orcidid: 0000-0002-1326-7877 surname: Mou fullname: Mou, Xichen email: xmou@memphis.edu organization: Division of Epidemiology, Biostatistics, and Environmental Health, School of Public Health, University of Memphis, Memphis, TN 38152, USA – sequence: 2 givenname: Dewei surname: Wang fullname: Wang, Dewei organization: Department of Statistics, University of South Carolina, Columbia, SC 29208, USA |
| BackLink | https://www.ncbi.nlm.nih.gov/pubmed/38187953$$D View this record in MEDLINE/PubMed |
| BookMark | eNqFkV1rFDEYhUOptNvqH_BC5tKbWfM1-QBFSrFVKHij1yGTvFOzZCZrkl3ovzfLtqJe1BAIvHnO4fCeC3S6pAUQek3wmmAi3m3Wrni7ppiyNpBK0BO0IkrSXrKBnqJVg2SvuWTn6KKUDcaYcqnO0DlTDdMDW6EPV96HGvbQbW2uwcb40MWwgM3dnDzEbkq526YUwXdjSHNaQk05LPedt9W-RC8mGwu8enwv0febT9-uP_d3X2-_XF_d9Y4rXftBisFhJkYLeNJ69NYrMVilFdF-klxMgkpohzhOPJPDyCw4yUfMCWZyZJfo49F3uxtn8A6Wmm002xxmmx9MssH8_bOEH-Y-7U1bi9AYy-bw9tEhp587KNXMoTiI0S6QdsUwMrQruBT_RakmRHFGuG7omz9z_Q70tN8GqCPgciolw2RcqLaGdIgZYstnDlWajTlUaQ5VmmOVTUr_kT65Pyt6fxRBa2MfIJviAiwOfMjgqvEpPCf_BUMNt5Q |
| CitedBy_id | crossref_primary_10_3390_sym17030394 |
| Cites_doi | 10.1097/EE9.0000000000000032 10.1002/sim.3823 10.1021/es503727b 10.1016/j.envint.2013.03.003 10.1214/aoms/1177731363 10.1016/j.chemosphere.2013.12.064 10.1021/es303471d 10.1128/JCM.00650-11 10.1016/j.bihy.2008.06.003 10.1007/s11356-016-7571-7 10.1002/sim.4304 10.1016/j.toxlet.2013.11.011 10.1097/OLQ.0b013e318231cd4a 10.1128/JCM.05631-11 10.1111/ina.12221 10.1186/1475-2891-5-13 10.1002/sim.5341 10.1021/es060301u 10.1021/es803156p 10.1214/11-AOS952 10.1111/j.2517-6161.1993.tb01939.x 10.1016/j.marpolbul.2009.09.006 10.1080/02664763.2011.567254 10.1111/biom.12134 10.1016/j.chemosphere.2004.08.095 10.1007/s13253-010-0032-8 10.1016/0304-4076(93)90114-K 10.1086/303097 10.1080/10485252.2018.1483501 10.1080/01621459.1987.10478440 10.1080/10485252.2020.1834104 10.1038/s41598-020-74853-9 10.1002/sim.7291 |
| ContentType | Journal Article |
| Copyright | 2023 |
| Copyright_xml | – notice: 2023 |
| DBID | AAYXX CITATION NPM 7X8 7S9 L.6 5PM |
| DOI | 10.1016/j.csda.2023.107862 |
| DatabaseName | CrossRef PubMed MEDLINE - Academic AGRICOLA AGRICOLA - Academic PubMed Central (Full Participant titles) |
| DatabaseTitle | CrossRef PubMed MEDLINE - Academic AGRICOLA AGRICOLA - Academic |
| DatabaseTitleList | AGRICOLA PubMed MEDLINE - Academic |
| Database_xml | – sequence: 1 dbid: NPM name: PubMed url: https://proxy.k.utb.cz/login?url=http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed sourceTypes: Index Database |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Mathematics |
| EISSN | 1872-7352 |
| ExternalDocumentID | PMC10769007 38187953 10_1016_j_csda_2023_107862 S0167947323001731 |
| Genre | Journal Article |
| GrantInformation_xml | – fundername: NIAID NIH HHS grantid: R03 AI135614 |
| GroupedDBID | --K --M -~X .~1 0R~ 1B1 1OL 1RT 1~. 1~5 29F 4.4 457 4G. 5GY 5VS 7-5 71M 8P~ 9JN 9JO AAAKF AAAKG AABNK AACTN AAEDT AAEDW AAIAV AAIKJ AAKOC AALRI AAOAW AAQFI AAQXK AARIN AAXUO AAYFN ABAOU ABBOA ABFNM ABMAC ABTAH ABUCO ABXDB ABYKQ ACAZW ACDAQ ACGFS ACNNM ACRLP ACZNC ADBBV ADEZE ADGUI ADJOM ADMUD ADTZH AEBSH AECPX AEKER AENEX AFKWA AFTJW AGHFR AGUBO AGYEJ AHHHB AHJVU AHZHX AI. AIALX AIEXJ AIGVJ AIKHN AITUG AJBFU AJOXV ALMA_UNASSIGNED_HOLDINGS AMFUW AMRAJ AOUOD APLSM ARUGR ASPBG AVWKF AXJTR AZFZN BJAXD BKOJK BLXMC CS3 DU5 EBS EFJIC EFLBG EJD EO8 EO9 EP2 EP3 F5P FDB FEDTE FGOYB FIRID FNPLU FYGXN G-2 G-Q GBLVA GBOLZ HAMUX HLZ HMJ HVGLF HZ~ H~9 IHE J1W JJJVA KOM LG9 LY1 M26 M41 MHUIS MO0 N9A O-L O9- OAUVE OZT P-8 P-9 P2P PC. Q38 R2- RIG RNS ROL RPZ SBC SDF SDG SDS SES SEW SME SPC SPCBC SSB SSD SST SSV SSW SSZ T5K VH1 VOH WUQ XPP ZMT ZY4 ~02 ~G- AAHBH AATTM AAXKI AAYWO AAYXX ABJNI ABWVN ACRPL ACVFH ADCNI ADNMO ADXHL AEIPS AEUPX AFJKZ AFPUW AFXIZ AGCQF AGQPQ AGRNS AIGII AIIUN AKBMS AKRWK AKYEP ANKPU APXCP BNPGV CITATION SSH EFKBS NPM 7X8 7S9 L.6 5PM |
| ID | FETCH-LOGICAL-c489t-5765c036bae0f99bdad865a89819df746f627eeee1c41d375b3aec74b041037b3 |
| IEDL.DBID | .~1 |
| ISSN | 0167-9473 |
| IngestDate | Thu Aug 21 18:39:01 EDT 2025 Mon Jul 21 10:37:15 EDT 2025 Fri Jul 11 15:40:18 EDT 2025 Mon Jul 21 06:06:51 EDT 2025 Tue Jul 01 02:24:39 EDT 2025 Thu Apr 24 23:02:11 EDT 2025 Fri Feb 23 02:33:38 EST 2024 |
| IsDoiOpenAccess | false |
| IsOpenAccess | true |
| IsPeerReviewed | true |
| IsScholarly | true |
| Keywords | Biomarkers Additive partially linear model NHANES Pooled biospecimens Homogeneous pooling Local linear fit |
| Language | English |
| LinkModel | DirectLink |
| MergedId | FETCHMERGED-LOGICAL-c489t-5765c036bae0f99bdad865a89819df746f627eeee1c41d375b3aec74b041037b3 |
| Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 23 |
| ORCID | 0000-0002-1326-7877 |
| OpenAccessLink | https://www.ncbi.nlm.nih.gov/pmc/articles/10769007 |
| PMID | 38187953 |
| PQID | 2911843149 |
| PQPubID | 23479 |
| ParticipantIDs | pubmedcentral_primary_oai_pubmedcentral_nih_gov_10769007 proquest_miscellaneous_3153156476 proquest_miscellaneous_2911843149 pubmed_primary_38187953 crossref_citationtrail_10_1016_j_csda_2023_107862 crossref_primary_10_1016_j_csda_2023_107862 elsevier_sciencedirect_doi_10_1016_j_csda_2023_107862 |
| ProviderPackageCode | CITATION AAYXX |
| PublicationCentury | 2000 |
| PublicationDate | 2024-02-01 |
| PublicationDateYYYYMMDD | 2024-02-01 |
| PublicationDate_xml | – month: 02 year: 2024 text: 2024-02-01 day: 01 |
| PublicationDecade | 2020 |
| PublicationPlace | Netherlands |
| PublicationPlace_xml | – name: Netherlands |
| PublicationTitle | Computational statistics & data analysis |
| PublicationTitleAlternate | Comput Stat Data Anal |
| PublicationYear | 2024 |
| Publisher | Elsevier B.V |
| Publisher_xml | – name: Elsevier B.V |
| References | Dorfman (br0010) 1943; 14 Fan, Gijbels (br0320) 1992 Heffernan, English, Toms, Calafat, Valentin-Blasini, Hobson, Broomhall, Ware, Jagals, Sly (br0110) 2016; 23 Sullivan, Patel, Hutchinson, Ethridge, Parker (br0020) 2011; 49 Kärrman, Mueller, Van Bavel, Harden, Toms, Lindström (br0100) 2006; 40 Fahey, Ourisson, Degnan (br0080) 2006; 5 Gastwirth (br0060) 2000; 67 Wang, Mou, Li, Huang (br0170) 2020; 32 Frouin, Lebeuf, Hammill, Masson, Fournier (br0290) 2010; 60 Kato, Calafat, Wong, Wanigatunga, Caudill, Needham (br0120) 2009; 43 Whitehead, Brown, Metayer, Park, Does, Petreas, Buffler, Rappaport (br0260) 2013; 57 Liu, McMahan, Gallagher (br0160) 2017; 36 Warner, Rauch, Coker, Harley, Kogut, Sjödin, Eskenazi (br0380) 2018; 2 Stapleton, Sharma, Getzinger, Ferguson, Gabriel, Webster, Blum (br0360) 2012; 46 Vexler, Tsai, Malinovsky (br0340) 2012; 31 Costa, de Laat, Tagliaferri, Pellacani (br0250) 2014; 230 Ichimura (br0180) 1993; 58 Zhang, Guo, Han, Zhu, Kilfoy, Zhu, Boyle, Zheng (br0300) 2008; 1 Mitchell, Lyles, Manatunga, Danaher, Perkins, Schisterman (br0150) 2014; 70 Van, Miller, Warshauer, Reisdorf, Jernigan, Humes, Shult (br0030) 2012; 50 Hastie, Tibshirani (br0200) 1987; 82 Sutton, Sedlak, Yee, Davis, Crane, Grace, Arsem (br0350) 2015; 49 Ma, Vexler, Schisterman, Tian (br0140) 2011; 38 Härdle, Liang, Gao (br0210) 2000 Hastie, Tibshirani (br0190) 1993; 55 Caudill (br0130) 2012; 31 Bates, Buckland, Garrett, Caudill, Ellis (br0090) 2005; 58 Delaigle, Hall (br0240) 2012; 40 Wang, Mou, Liu (br0230) 2021 Kim, Harden, Toms, Norman (br0370) 2014; 106 Kozlova, Chinthirla, Pérez, DiPatrizio, Argueta, Phillips, Stapleton, González, Krum, Carrillo (br0270) 2020; 10 Zhou, Jiang, Wang, Yang, Chen, Jiang (br0050) 2021; 375 Canbaz, Van Velzen, Hallner, Zwinderman, Wickman, Leonards, van Ree, Van Rijt (br0280) 2016; 26 Lin, Wang (br0220) 2018; 30 Schisterman, Vexler, Mumford, Perkins (br0330) 2010; 29 Opsomer, Ruppert (br0310) 1999; 8 Dhand, Johnson, Toribio (br0070) 2010; 15 Lewis, Lockary, Kobic (br0040) 2012; 39 Zhou (10.1016/j.csda.2023.107862_br0050) 2021; 375 Fahey (10.1016/j.csda.2023.107862_br0080) 2006; 5 Schisterman (10.1016/j.csda.2023.107862_br0330) 2010; 29 Liu (10.1016/j.csda.2023.107862_br0160) 2017; 36 Gastwirth (10.1016/j.csda.2023.107862_br0060) 2000; 67 Kärrman (10.1016/j.csda.2023.107862_br0100) 2006; 40 Lewis (10.1016/j.csda.2023.107862_br0040) 2012; 39 Bates (10.1016/j.csda.2023.107862_br0090) 2005; 58 Kim (10.1016/j.csda.2023.107862_br0370) 2014; 106 Vexler (10.1016/j.csda.2023.107862_br0340) 2012; 31 Stapleton (10.1016/j.csda.2023.107862_br0360) 2012; 46 Caudill (10.1016/j.csda.2023.107862_br0130) 2012; 31 Härdle (10.1016/j.csda.2023.107862_br0210) 2000 Dorfman (10.1016/j.csda.2023.107862_br0010) 1943; 14 Mitchell (10.1016/j.csda.2023.107862_br0150) 2014; 70 Kozlova (10.1016/j.csda.2023.107862_br0270) 2020; 10 Fan (10.1016/j.csda.2023.107862_br0320) 1992 Dhand (10.1016/j.csda.2023.107862_br0070) 2010; 15 Heffernan (10.1016/j.csda.2023.107862_br0110) 2016; 23 Kato (10.1016/j.csda.2023.107862_br0120) 2009; 43 Wang (10.1016/j.csda.2023.107862_br0170) 2020; 32 Opsomer (10.1016/j.csda.2023.107862_br0310) 1999; 8 Delaigle (10.1016/j.csda.2023.107862_br0240) 2012; 40 Ichimura (10.1016/j.csda.2023.107862_br0180) 1993; 58 Whitehead (10.1016/j.csda.2023.107862_br0260) 2013; 57 Van (10.1016/j.csda.2023.107862_br0030) 2012; 50 Canbaz (10.1016/j.csda.2023.107862_br0280) 2016; 26 Hastie (10.1016/j.csda.2023.107862_br0200) 1987; 82 Sullivan (10.1016/j.csda.2023.107862_br0020) 2011; 49 Warner (10.1016/j.csda.2023.107862_br0380) 2018; 2 Hastie (10.1016/j.csda.2023.107862_br0190) 1993; 55 Wang (10.1016/j.csda.2023.107862_br0230) 2021 Zhang (10.1016/j.csda.2023.107862_br0300) 2008; 1 Lin (10.1016/j.csda.2023.107862_br0220) 2018; 30 Costa (10.1016/j.csda.2023.107862_br0250) 2014; 230 Frouin (10.1016/j.csda.2023.107862_br0290) 2010; 60 Ma (10.1016/j.csda.2023.107862_br0140) 2011; 38 Sutton (10.1016/j.csda.2023.107862_br0350) 2015; 49 |
| References_xml | – volume: 23 start-page: 23436 year: 2016 end-page: 23448 ident: br0110 article-title: Cross-sectional biomonitoring study of pesticide exposures in Queensland, Australia, using pooled urine samples publication-title: Environ. Sci. Pollut. Res. – volume: 38 start-page: 2739 year: 2011 end-page: 2750 ident: br0140 article-title: Cost-efficient designs based on linearly associated biomarkers publication-title: J. Appl. Stat. – volume: 49 start-page: 777 year: 2015 end-page: 784 ident: br0350 article-title: Declines in polybrominated diphenyl ether contamination of San Francisco bay following production phase-outs and bans publication-title: Environ. Sci. Technol. – volume: 46 start-page: 13432 year: 2012 end-page: 13439 ident: br0360 article-title: Novel and high volume use flame retardants in us couches reflective of the 2005 pentabde phase out publication-title: Environ. Sci. Technol. – volume: 30 start-page: 813 year: 2018 end-page: 833 ident: br0220 article-title: Single-index regression for pooled biomarker data publication-title: J. Nonparametr. Stat. – volume: 36 start-page: 2363 year: 2017 end-page: 2377 ident: br0160 article-title: A general framework for the regression analysis of pooled biomarker assessments publication-title: Stat. Med. – volume: 40 start-page: 3742 year: 2006 end-page: 3748 ident: br0100 article-title: Levels of 12 perfluorinated chemicals in pooled Australian serum, collected 2002–2003, in relation to age, gender, and region publication-title: Environ. Sci. Technol. – volume: 58 start-page: 71 year: 1993 end-page: 120 ident: br0180 article-title: Semiparametric least squares (sls) and weighted sls estimation of single-index models publication-title: J. Econom. – volume: 31 start-page: 2498 year: 2012 end-page: 2512 ident: br0340 article-title: Estimation and testing based on data subject to measurement errors: from parametric to non-parametric likelihood methods publication-title: Stat. Med. – volume: 60 start-page: 291 year: 2010 end-page: 298 ident: br0290 article-title: Effects of individual polybrominated diphenyl ether (pbde) congeners on harbour seal immune cells in vitro publication-title: Mar. Pollut. Bull. – year: 2021 ident: br0230 article-title: Varying-coefficient regression analysis for pooled biomonitoring publication-title: Biometrics – volume: 43 start-page: 2641 year: 2009 end-page: 2647 ident: br0120 article-title: Polyfluoroalkyl compounds in pooled sera from children participating in the national health and nutrition examination survey 2001–2002 publication-title: Environ. Sci. Technol. – volume: 10 start-page: 1 year: 2020 end-page: 17 ident: br0270 article-title: Maternal transfer of environmentally relevant polybrominated diphenyl ethers (pbdes) produces a diabetic phenotype and disrupts glucoregulatory hormones and hepatic endocannabinoids in adult mouse female offspring publication-title: Sci. Rep. – volume: 29 start-page: 597 year: 2010 end-page: 613 ident: br0330 article-title: Hybrid pooled–unpooled design for cost-efficient measurement of biomarkers publication-title: Stat. Med. – volume: 67 start-page: 1036 year: 2000 end-page: 1039 ident: br0060 article-title: The efficiency of pooling in the detection of rare mutations publication-title: Am. J. Hum. Genet. – volume: 49 start-page: 3667 year: 2011 end-page: 3668 ident: br0020 article-title: Evaluation of pooling strategies for acute hiv-1 infection screening using nucleic acid amplification testing publication-title: J. Clin. Microbiol. – volume: 57 start-page: 11 year: 2013 end-page: 24 ident: br0260 article-title: Polybrominated diphenyl ethers in residential dust: sources of variability publication-title: Environ. Int. – volume: 26 start-page: 403 year: 2016 end-page: 413 ident: br0280 article-title: Exposure to organophosphate and polybrominated diphenyl ether flame retardants via indoor dust and childhood asthma publication-title: Indoor Air – volume: 55 start-page: 757 year: 1993 end-page: 779 ident: br0190 article-title: Varying-coefficient models publication-title: J. R. Stat. Soc. Ser. B – volume: 40 start-page: 131 year: 2012 end-page: 158 ident: br0240 article-title: Nonparametric regression with homogeneous group testing data publication-title: Ann. Stat. – volume: 2 start-page: e032 year: 2018 ident: br0380 article-title: Obesity in relation to serum persistent organic pollutant concentrations in chamacos women publication-title: Environ. Epidemiol. – volume: 106 start-page: 1 year: 2014 end-page: 19 ident: br0370 article-title: Health consequences of exposure to brominated flame retardants: a systematic review publication-title: Chemosphere – volume: 5 start-page: 13 year: 2006 ident: br0080 article-title: Pathogen detection, testing, and control in fresh broccoli sprouts publication-title: Nutr. J. – volume: 14 start-page: 436 year: 1943 end-page: 440 ident: br0010 article-title: The detection of defective members of large populations publication-title: Ann. Math. Stat. – volume: 31 start-page: 3269 year: 2012 end-page: 3277 ident: br0130 article-title: Use of pooled samples from the national health and nutrition examination survey publication-title: Stat. Med. – volume: 8 start-page: 715 year: 1999 end-page: 732 ident: br0310 article-title: A root-n consistent backfitting estimator for semiparametric additive modeling publication-title: J. Comput. Graph. Stat. – volume: 15 start-page: 452 year: 2010 end-page: 473 ident: br0070 article-title: A Bayesian approach to estimate ojd prevalence from pooled fecal samples of variable pool size publication-title: J. Agric. Biol. Environ. Stat. – volume: 32 start-page: 814 year: 2020 end-page: 837 ident: br0170 article-title: Local polynomial regression for pooled response data publication-title: J. Nonparametr. Stat. – volume: 58 start-page: 943 year: 2005 end-page: 951 ident: br0090 article-title: Methodological aspects of a national population-based study of persistent organochlorine compounds in serum publication-title: Chemosphere – volume: 50 start-page: 891 year: 2012 end-page: 896 ident: br0030 article-title: Pooling nasopharyngeal/throat swab specimens to increase testing capacity for influenza viruses by pcr publication-title: J. Clin. Microbiol. – volume: 230 start-page: 282 year: 2014 end-page: 294 ident: br0250 article-title: A mechanistic view of polybrominated diphenyl ether (pbde) developmental neurotoxicity publication-title: Toxicol. Lett. – volume: 82 start-page: 371 year: 1987 end-page: 386 ident: br0200 article-title: Generalized additive models: some applications publication-title: J. Am. Stat. Assoc. – year: 2000 ident: br0210 article-title: Partially Linear Models – volume: 375 year: 2021 ident: br0050 article-title: Use of contact tracing, isolation, and mass testing to control transmission of Covid-19 in China publication-title: BMJ – volume: 39 start-page: 46 year: 2012 end-page: 48 ident: br0040 article-title: Cost savings and increased efficiency using a stratified specimen pooling strategy for Chlamydia trachomatis and Neisseria gonorrhoeae publication-title: Sex. Transm. Dis. – volume: 70 start-page: 202 year: 2014 end-page: 211 ident: br0150 article-title: Regression for skewed biomarker outcomes subject to pooling publication-title: Biometrics – volume: 1 start-page: 195 year: 2008 end-page: 199 ident: br0300 article-title: Do polybrominated diphenyl ethers (pbde) increase the risk of thyroid cancer? publication-title: Biosci. Hypotheses – start-page: 2008 year: 1992 end-page: 2036 ident: br0320 article-title: Variable bandwidth and local linear regression smoothers publication-title: Ann. Stat. – volume: 2 start-page: e032 issue: 4 year: 2018 ident: 10.1016/j.csda.2023.107862_br0380 article-title: Obesity in relation to serum persistent organic pollutant concentrations in chamacos women publication-title: Environ. Epidemiol. doi: 10.1097/EE9.0000000000000032 – volume: 29 start-page: 597 issue: 5 year: 2010 ident: 10.1016/j.csda.2023.107862_br0330 article-title: Hybrid pooled–unpooled design for cost-efficient measurement of biomarkers publication-title: Stat. Med. doi: 10.1002/sim.3823 – volume: 49 start-page: 777 issue: 2 year: 2015 ident: 10.1016/j.csda.2023.107862_br0350 article-title: Declines in polybrominated diphenyl ether contamination of San Francisco bay following production phase-outs and bans publication-title: Environ. Sci. Technol. doi: 10.1021/es503727b – volume: 57 start-page: 11 year: 2013 ident: 10.1016/j.csda.2023.107862_br0260 article-title: Polybrominated diphenyl ethers in residential dust: sources of variability publication-title: Environ. Int. doi: 10.1016/j.envint.2013.03.003 – volume: 375 year: 2021 ident: 10.1016/j.csda.2023.107862_br0050 article-title: Use of contact tracing, isolation, and mass testing to control transmission of Covid-19 in China publication-title: BMJ – volume: 14 start-page: 436 issue: 4 year: 1943 ident: 10.1016/j.csda.2023.107862_br0010 article-title: The detection of defective members of large populations publication-title: Ann. Math. Stat. doi: 10.1214/aoms/1177731363 – volume: 106 start-page: 1 year: 2014 ident: 10.1016/j.csda.2023.107862_br0370 article-title: Health consequences of exposure to brominated flame retardants: a systematic review publication-title: Chemosphere doi: 10.1016/j.chemosphere.2013.12.064 – volume: 46 start-page: 13432 issue: 24 year: 2012 ident: 10.1016/j.csda.2023.107862_br0360 article-title: Novel and high volume use flame retardants in us couches reflective of the 2005 pentabde phase out publication-title: Environ. Sci. Technol. doi: 10.1021/es303471d – volume: 49 start-page: 3667 issue: 10 year: 2011 ident: 10.1016/j.csda.2023.107862_br0020 article-title: Evaluation of pooling strategies for acute hiv-1 infection screening using nucleic acid amplification testing publication-title: J. Clin. Microbiol. doi: 10.1128/JCM.00650-11 – volume: 1 start-page: 195 issue: 4 year: 2008 ident: 10.1016/j.csda.2023.107862_br0300 article-title: Do polybrominated diphenyl ethers (pbde) increase the risk of thyroid cancer? publication-title: Biosci. Hypotheses doi: 10.1016/j.bihy.2008.06.003 – volume: 23 start-page: 23436 issue: 23 year: 2016 ident: 10.1016/j.csda.2023.107862_br0110 article-title: Cross-sectional biomonitoring study of pesticide exposures in Queensland, Australia, using pooled urine samples publication-title: Environ. Sci. Pollut. Res. doi: 10.1007/s11356-016-7571-7 – volume: 31 start-page: 2498 issue: 22 year: 2012 ident: 10.1016/j.csda.2023.107862_br0340 article-title: Estimation and testing based on data subject to measurement errors: from parametric to non-parametric likelihood methods publication-title: Stat. Med. doi: 10.1002/sim.4304 – volume: 230 start-page: 282 issue: 2 year: 2014 ident: 10.1016/j.csda.2023.107862_br0250 article-title: A mechanistic view of polybrominated diphenyl ether (pbde) developmental neurotoxicity publication-title: Toxicol. Lett. doi: 10.1016/j.toxlet.2013.11.011 – volume: 39 start-page: 46 issue: 1 year: 2012 ident: 10.1016/j.csda.2023.107862_br0040 article-title: Cost savings and increased efficiency using a stratified specimen pooling strategy for Chlamydia trachomatis and Neisseria gonorrhoeae publication-title: Sex. Transm. Dis. doi: 10.1097/OLQ.0b013e318231cd4a – volume: 50 start-page: 891 issue: 3 year: 2012 ident: 10.1016/j.csda.2023.107862_br0030 article-title: Pooling nasopharyngeal/throat swab specimens to increase testing capacity for influenza viruses by pcr publication-title: J. Clin. Microbiol. doi: 10.1128/JCM.05631-11 – volume: 26 start-page: 403 issue: 3 year: 2016 ident: 10.1016/j.csda.2023.107862_br0280 article-title: Exposure to organophosphate and polybrominated diphenyl ether flame retardants via indoor dust and childhood asthma publication-title: Indoor Air doi: 10.1111/ina.12221 – start-page: 2008 year: 1992 ident: 10.1016/j.csda.2023.107862_br0320 article-title: Variable bandwidth and local linear regression smoothers publication-title: Ann. Stat. – volume: 5 start-page: 13 issue: 1 year: 2006 ident: 10.1016/j.csda.2023.107862_br0080 article-title: Pathogen detection, testing, and control in fresh broccoli sprouts publication-title: Nutr. J. doi: 10.1186/1475-2891-5-13 – volume: 31 start-page: 3269 issue: 27 year: 2012 ident: 10.1016/j.csda.2023.107862_br0130 article-title: Use of pooled samples from the national health and nutrition examination survey publication-title: Stat. Med. doi: 10.1002/sim.5341 – volume: 40 start-page: 3742 issue: 12 year: 2006 ident: 10.1016/j.csda.2023.107862_br0100 article-title: Levels of 12 perfluorinated chemicals in pooled Australian serum, collected 2002–2003, in relation to age, gender, and region publication-title: Environ. Sci. Technol. doi: 10.1021/es060301u – volume: 43 start-page: 2641 issue: 7 year: 2009 ident: 10.1016/j.csda.2023.107862_br0120 article-title: Polyfluoroalkyl compounds in pooled sera from children participating in the national health and nutrition examination survey 2001–2002 publication-title: Environ. Sci. Technol. doi: 10.1021/es803156p – volume: 40 start-page: 131 issue: 1 year: 2012 ident: 10.1016/j.csda.2023.107862_br0240 article-title: Nonparametric regression with homogeneous group testing data publication-title: Ann. Stat. doi: 10.1214/11-AOS952 – volume: 55 start-page: 757 issue: 4 year: 1993 ident: 10.1016/j.csda.2023.107862_br0190 article-title: Varying-coefficient models publication-title: J. R. Stat. Soc. Ser. B doi: 10.1111/j.2517-6161.1993.tb01939.x – volume: 60 start-page: 291 issue: 2 year: 2010 ident: 10.1016/j.csda.2023.107862_br0290 article-title: Effects of individual polybrominated diphenyl ether (pbde) congeners on harbour seal immune cells in vitro publication-title: Mar. Pollut. Bull. doi: 10.1016/j.marpolbul.2009.09.006 – volume: 38 start-page: 2739 issue: 12 year: 2011 ident: 10.1016/j.csda.2023.107862_br0140 article-title: Cost-efficient designs based on linearly associated biomarkers publication-title: J. Appl. Stat. doi: 10.1080/02664763.2011.567254 – volume: 70 start-page: 202 issue: 1 year: 2014 ident: 10.1016/j.csda.2023.107862_br0150 article-title: Regression for skewed biomarker outcomes subject to pooling publication-title: Biometrics doi: 10.1111/biom.12134 – volume: 58 start-page: 943 issue: 7 year: 2005 ident: 10.1016/j.csda.2023.107862_br0090 article-title: Methodological aspects of a national population-based study of persistent organochlorine compounds in serum publication-title: Chemosphere doi: 10.1016/j.chemosphere.2004.08.095 – volume: 8 start-page: 715 issue: 4 year: 1999 ident: 10.1016/j.csda.2023.107862_br0310 article-title: A root-n consistent backfitting estimator for semiparametric additive modeling publication-title: J. Comput. Graph. Stat. – volume: 15 start-page: 452 issue: 4 year: 2010 ident: 10.1016/j.csda.2023.107862_br0070 article-title: A Bayesian approach to estimate ojd prevalence from pooled fecal samples of variable pool size publication-title: J. Agric. Biol. Environ. Stat. doi: 10.1007/s13253-010-0032-8 – volume: 58 start-page: 71 issue: 1–2 year: 1993 ident: 10.1016/j.csda.2023.107862_br0180 article-title: Semiparametric least squares (sls) and weighted sls estimation of single-index models publication-title: J. Econom. doi: 10.1016/0304-4076(93)90114-K – year: 2021 ident: 10.1016/j.csda.2023.107862_br0230 article-title: Varying-coefficient regression analysis for pooled biomonitoring publication-title: Biometrics – volume: 67 start-page: 1036 issue: 4 year: 2000 ident: 10.1016/j.csda.2023.107862_br0060 article-title: The efficiency of pooling in the detection of rare mutations publication-title: Am. J. Hum. Genet. doi: 10.1086/303097 – volume: 30 start-page: 813 issue: 4 year: 2018 ident: 10.1016/j.csda.2023.107862_br0220 article-title: Single-index regression for pooled biomarker data publication-title: J. Nonparametr. Stat. doi: 10.1080/10485252.2018.1483501 – volume: 82 start-page: 371 issue: 398 year: 1987 ident: 10.1016/j.csda.2023.107862_br0200 article-title: Generalized additive models: some applications publication-title: J. Am. Stat. Assoc. doi: 10.1080/01621459.1987.10478440 – volume: 32 start-page: 814 issue: 4 year: 2020 ident: 10.1016/j.csda.2023.107862_br0170 article-title: Local polynomial regression for pooled response data publication-title: J. Nonparametr. Stat. doi: 10.1080/10485252.2020.1834104 – year: 2000 ident: 10.1016/j.csda.2023.107862_br0210 – volume: 10 start-page: 1 issue: 1 year: 2020 ident: 10.1016/j.csda.2023.107862_br0270 article-title: Maternal transfer of environmentally relevant polybrominated diphenyl ethers (pbdes) produces a diabetic phenotype and disrupts glucoregulatory hormones and hepatic endocannabinoids in adult mouse female offspring publication-title: Sci. Rep. doi: 10.1038/s41598-020-74853-9 – volume: 36 start-page: 2363 issue: 15 year: 2017 ident: 10.1016/j.csda.2023.107862_br0160 article-title: A general framework for the regression analysis of pooled biomarker assessments publication-title: Stat. Med. doi: 10.1002/sim.7291 |
| SSID | ssj0002478 |
| Score | 2.3940713 |
| Snippet | Human biomonitoring involves monitoring human health by measuring the accumulation of harmful chemicals, typically in specimens like blood samples. The high... |
| SourceID | pubmedcentral proquest pubmed crossref elsevier |
| SourceType | Open Access Repository Aggregation Database Index Database Enrichment Source Publisher |
| StartPage | 107862 |
| SubjectTerms | Additive partially linear model bioaccumulation Biomarkers blood bromination chemical analysis cost effectiveness data analysis environmental health environmental monitoring Homogeneous pooling human health humans linear models Local linear fit National Health and Nutrition Examination Survey NHANES Pooled biospecimens risk toxicity |
| Title | Additive partially linear model for pooled biomonitoring data |
| URI | https://dx.doi.org/10.1016/j.csda.2023.107862 https://www.ncbi.nlm.nih.gov/pubmed/38187953 https://www.proquest.com/docview/2911843149 https://www.proquest.com/docview/3153156476 https://pubmed.ncbi.nlm.nih.gov/PMC10769007 |
| Volume | 190 |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1Lb9NAEB5V5VIOCFoeoVBtpd6QSex9HzhEFVVo1B6Ait5W3odFUORGTXrg0t_OjB8poWoP-GJ5vZZ2Z3ZnPu9-MwtwZPPK-FKpzAtB24zGZ7ZKeVaFWFGwrknNOuTZuZpciNNLebkFx30sDNEqO9vf2vTGWnclw06aw8VsNvxGBHorNEcQjcOqiaUWQtMo_3h7R_MoRGuNKb831e4CZ1qOV1hGyj1UcCzQRhUPOaf74PNfDuVfTunkOTzr0CQbtw1-AVup3oWnZ-tUrMs9-DSOseEHsQX1q5zPfzOCluU1a07BYYhaGR20lSKjWPxmjtNiHyPy6Eu4OPn8_XiSdWcmZEEYu8rw90EG9Eq-TKPKWh_LaJQsjUXPHystVKUKnfDKg8gj19LzMgUt_EhQxKDnr2C7vqrTG2CSXLnPteExCSlyH9CZyzxZMwocFTyAvBeWC11CcTrXYu565tgvRwJ2JGDXCngAH9bfLNp0Go_Wlr0O3MagcGjvH_3usFeYw9lCWyBlna5ulq5A224QMwn7cB2OToBS6Gg1gNetktdtJXyjreQDMBvqX1egbN2bb-rZzyZrNzZNWURkb_-zU_uwg0-iZYy_g-3V9U16j4Bo5Q-aEX8AT8ZfppNzuk-__pj-AeujC58 |
| linkProvider | Elsevier |
| linkToHtml | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1LbxMxEB5V6QE4IN6Ep5G4oVWy6_eBQ1RRpbTJhVbqzVo_VqSKtlGTHvj3zOxLBNQe2KMfkj1jz3xrz3wG-GzzyvhSqcwLQdeMxme2SnlWhVhRsq5JzTnkYqnmF-L7pbw8gKM-F4bCKjvb39r0xlp3JZNOmpPNajX5QQH0VmiOIBqXFeVSHxI7lRzB4ezkdL4cDHIhWoNMFN_UocudacO8wjYS_VDBsUAbVdzln_7Fn3-HUf7hl46fwOMOULJZO-ancJDqZ_BoMbCxbp_D11mMTYgQ29DUyvX6FyN0Wd6w5iEchsCV0VtbKTJKx2-2OZ33MYoffQEXx9_Oj-ZZ92xCFoSxuwz_IGRAx-TLNK2s9bGMRsnSWHT-sdJCVarQCb88iDxyLT0vU9DCTwUlDXr-Ekb1dZ1eA5PkzX2uDY8JZZv7gP5c5smaaeCo4zHkvbBc6DjF6WmLteuDx64cCdiRgF0r4DF8GfpsWkaNe1vLXgdub104NPn39vvUK8zhhqFbkLJO17dbV6B5NwibhL27DUc_QCw6Wo3hVavkYawEcbSVfAxmT_1DAyLs3q-pVz8b4m4cmrIIyt7856Q-woP5-eLMnZ0sT9_CQ6wRbQD5Oxjtbm7Te8RHO_-hW_-_AasODK0 |
| 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=Additive+partially+linear+model+for+pooled+biomonitoring+data&rft.jtitle=Computational+statistics+%26+data+analysis&rft.au=Mou%2C+Xichen&rft.au=Wang%2C+Dewei&rft.date=2024-02-01&rft.issn=0167-9473&rft.volume=190&rft.spage=107862&rft_id=info:doi/10.1016%2Fj.csda.2023.107862&rft.externalDBID=n%2Fa&rft.externalDocID=10_1016_j_csda_2023_107862 |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0167-9473&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0167-9473&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0167-9473&client=summon |