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	author = {Changpetch, Pannapa and Lin, Dennis K.J.},
	title = {Model selection for logistic regression via association rules analysis},
	year = {2013},
	journal = {Journal of Statistical Computation and Simulation},
	volume = {83},
	number = {8},
	pages = {1415 – 1428},
	doi = {10.1080/00949655.2012.662231},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84882695796&doi=10.1080%2f00949655.2012.662231&partnerID=40&md5=daa20025b178230e8dbd3e8d37206a6c},
	type = {Article},
	publication_stage = {Final},
	source = {Scopus},
	note = {Cited by: 10}
}



@ARTICLE{Changpetch2019213,
	author = {Changpetch, Pannapa and Haughton, Dominique},
	title = {Associations and determinants of tobacco consumption in Thailand},
	year = {2019},
	journal = {Kasetsart Journal of Social Sciences},
	volume = {40},
	number = {1},
	pages = {213 – 224},
	doi = {10.1016/j.kjss.2017.07.009},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85044723855&doi=10.1016%2fj.kjss.2017.07.009&partnerID=40&md5=28685f4e8f845b1f6f8a712cda656251},
	type = {Article},
	publication_stage = {Final},
	source = {Scopus},
	note = {Cited by: 1; All Open Access, Gold Open Access}
}



@ARTICLE{Changpetch2021143,
	author = {Changpetch, Pannapa and Reid, Moya},
	title = {Data mining techniques: Which one is your favorite?},
	year = {2021},
	journal = {Journal of Education for Business},
	volume = {96},
	number = {3},
	pages = {143 – 148},
	doi = {10.1080/08832323.2020.1781753},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85087455138&doi=10.1080%2f08832323.2020.1781753&partnerID=40&md5=374e55230bc624bd3c0245329f627ce7},
	type = {Article},
	publication_stage = {Final},
	source = {Scopus},
	note = {Cited by: 2}
}



@CONFERENCE{Chaicharoenwut2018,
	author = {Chaicharoenwut, Pakinai and Koiwanit, Jarotwan and Changpetch, Pannapa and Buatongkue, Sirisuda and Yuangyai, Chumpol},
	title = {Integrating Spatial-Temporal Risk Factors for an Ambulance Allocation Strategy: A Case Study in Bangkok},
	year = {2018},
	journal = {MATEC Web of Conferences},
	volume = {192},
	doi = {10.1051/matecconf/201819201038},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85053211766&doi=10.1051%2fmatecconf%2f201819201038&partnerID=40&md5=c451df09e624f0bba4b55ec574625eda},
	type = {Conference paper},
	publication_stage = {Final},
	source = {Scopus},
	note = {Cited by: 2; All Open Access, Gold Open Access, Green Open Access}
}



@ARTICLE{Changpetch2008911,
	author = {Changpetch, Pannapa and Nembhard, Harriet Black},
	title = {Periodic Cuscore charts to detect step shifts in autocorrelated processes},
	year = {2008},
	journal = {Quality and Reliability Engineering International},
	volume = {24},
	number = {8},
	pages = {911 – 926},
	doi = {10.1002/qre.934},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-61349094668&doi=10.1002%2fqre.934&partnerID=40&md5=74486db2e878a0f1d44e3aac3cd37fa9},
	type = {Conference paper},
	publication_stage = {Final},
	source = {Scopus},
	note = {Cited by: 7}
}



@ARTICLE{Changpetch2020718,
	author = {Changpetch, Pannapa and Akinyemi, Mary I.},
	title = {An analysis of health insurance data using the directed acyclic graph: An application in Nigeria},
	year = {2020},
	journal = {Open Public Health Journal},
	volume = {13},
	number = {1},
	pages = {718 – 722},
	doi = {10.2174/1874944502013010718},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85100922297&doi=10.2174%2f1874944502013010718&partnerID=40&md5=a487e355111a8b85cae76c73d110a745},
	type = {Article},
	publication_stage = {Final},
	source = {Scopus},
	note = {Cited by: 0; All Open Access, Gold Open Access}
}



@ARTICLE{Nembhard2007219,
	author = {Nembhard, Harriet Black and Changpetch, Pannapa},
	title = {Directed monitoring using Cuscore charts for seasonal time series},
	year = {2007},
	journal = {Quality and Reliability Engineering International},
	volume = {23},
	number = {2},
	pages = {219 – 232},
	doi = {10.1002/qre.786},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-33947157706&doi=10.1002%2fqre.786&partnerID=40&md5=3c29273f9a91c7edf04aace0795074da},
	type = {Article},
	publication_stage = {Final},
	source = {Scopus},
	note = {Cited by: 11}
}



@ARTICLE{Changpetch20211,
	author = {Changpetch, Pannapa},
	title = {Multinomial logit model building via treenet and association rules analysis: An application via a thyroid dataset},
	year = {2021},
	journal = {Symmetry},
	volume = {13},
	number = {2},
	pages = {1 – 18},
	doi = {10.3390/sym13020287},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85100813744&doi=10.3390%2fsym13020287&partnerID=40&md5=561e0b25d780831d68d59cd280945f7f},
	type = {Article},
	publication_stage = {Final},
	source = {Scopus},
	note = {Cited by: 2; All Open Access, Gold Open Access}
}



@ARTICLE{Changpetch201368,
	author = {Changpetch, Pannapa and Lin, Dennis K.J.},
	title = {Selection of multinomial logit models via association rules analysis},
	year = {2013},
	journal = {Wiley Interdisciplinary Reviews: Computational Statistics},
	volume = {5},
	number = {1},
	pages = {68 – 77},
	doi = {10.1002/wics.1242},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84871831057&doi=10.1002%2fwics.1242&partnerID=40&md5=49eb5be37749da711e650905a8e45efd},
	type = {Review},
	publication_stage = {Final},
	source = {Scopus},
	note = {Cited by: 18}
}



@ARTICLE{Changpetch201717,
	author = {Changpetch, Pannapa and Haughton, Dominique},
	title = {Alcohol consumption and age in Thailand from 2006 to 2011: An exploration of non-linear relationships},
	year = {2017},
	journal = {Open Public Health Journal},
	volume = {10},
	pages = {17 – 24},
	doi = {10.2174/1874944501610010017},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85018540815&doi=10.2174%2f1874944501610010017&partnerID=40&md5=8db1bd6f7b757aea89305bcb449483db},
	type = {Article},
	publication_stage = {Final},
	source = {Scopus},
	note = {Cited by: 1; All Open Access, Gold Open Access, Green Open Access}
}



@ARTICLE{Changpetch2021,
	author = {Changpetch, Pannapa and Pitpeng, Apasiri and Hiriote, Sasiprapa and Yuangyai, Chumpol},
	title = {Integrating data mining techniques for naïve bayes classification: Applications to medical datasets},
	year = {2021},
	journal = {Computation},
	volume = {9},
	number = {9},
	doi = {10.3390/computation9090099},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85115322791&doi=10.3390%2fcomputation9090099&partnerID=40&md5=bdd76fa8fd0fb861740326bed846af5c},
	type = {Article},
	publication_stage = {Final},
	source = {Scopus},
	note = {Cited by: 5; All Open Access, Gold Open Access}
}



@ARTICLE{Changpetch20232633,
	author = {Changpetch, Pannapa},
	title = {Logistic regression model with TreeNet and association rules analysis: applications with medical datasets},
	year = {2023},
	journal = {Communications in Statistics: Simulation and Computation},
	volume = {52},
	number = {6},
	pages = {2633 – 2645},
	doi = {10.1080/03610918.2021.1912764},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85104398942&doi=10.1080%2f03610918.2021.1912764&partnerID=40&md5=1c5215eb3e1214534faaf7055a8830c8},
	type = {Article},
	publication_stage = {Final},
	source = {Scopus},
	note = {Cited by: 1}
}



@ARTICLE{Changpetch201856,
	author = {Changpetch, Pannapa and Haughton, Dominique},
	title = {Sociological mechanisms underlying alcohol, tobacco, and gambling: A causal mediation analysis},
	year = {2018},
	journal = {Thailand Statistician},
	volume = {16},
	number = {1},
	pages = {56 – 63},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85044200059&partnerID=40&md5=8a23f39d89715786c898d09176edc4e9},
	type = {Article},
	publication_stage = {Final},
	source = {Scopus},
	note = {Cited by: 1}
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In order to keep using Mendeley with BibBase past April\n        14th, you need to:\n        <ol>\n          <li>renew the authorization for BibBase on Mendeley, and</li>\n          <li>update the BibBase URL\n            in your page the same way you did when you initially set up\n            this page.\n          </li>\n        </ol>\n      </p>\n\n      <p>\n        <a href=\"http://bibbase.org/cgi-bin/mendeley2/get.py\">\n          <i class=\"fa fa-angle-double-right\"></i>\n          Fix it now</a>\n      </p>\n    </div>\n\n  </div>\n\n\n  <div id=\"bibbase_body\">\n    \n  \n  <div class=\"bibbase_group_whole\" id=\"group_2023\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2023')\"\n      onkeypress=\"toggleGroup('group_2023')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2023</span>\n      <span class=\"bibbase_group_count\">\n        \n        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"changpetch-logisticregressionmodelwithtreenetandassociationrulesanalysisapplicationswithmedicaldatasets-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.scopus.com/inward/record.uri?eid=2-s2.0-85104398942&amp;doi=10.1080%2f03610918.2021.1912764&amp;partnerID=40&amp;md5=1c5215eb3e1214534faaf7055a8830c8\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'changpetch-logisticregressionmodelwithtreenetandassociationrulesanalysisapplicationswithmedicaldatasets-2023', 'https://www.scopus.com/inward/record.uri?eid=2-s2.0-85104398942&amp;doi=10.1080%2f03610918.2021.1912764&amp;partnerID=40&amp;md5=1c5215eb3e1214534faaf7055a8830c8', event);\">\n    Logistic regression model with TreeNet and association rules analysis: applications with medical datasets.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://mathematics.sc.mahidol.ac.th/people/faculty/pannapa-changpetch/\">Changpetch, P.</a>\n</span>\n\n  \n\n</span>\n\n  <i>Communications in Statistics: Simulation and Computation</i>, 52(6): 2633 – 2645.  2023.\n  <span class=\"note\">Cited by: 1</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.scopus.com/inward/record.uri?eid=2-s2.0-85104398942&amp;doi=10.1080%2f03610918.2021.1912764&amp;partnerID=40&amp;md5=1c5215eb3e1214534faaf7055a8830c8\"\n     onclick=\"log_download('changpetch-logisticregressionmodelwithtreenetandassociationrulesanalysisapplicationswithmedicaldatasets-2023', 'https://www.scopus.com/inward/record.uri?eid=2-s2.0-85104398942&amp;doi=10.1080%2f03610918.2021.1912764&amp;partnerID=40&amp;md5=1c5215eb3e1214534faaf7055a8830c8', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Logistic regression model with TreeNet and association rules analysis: applications with medical datasets [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1080/03610918.2021.1912764\"\n     onclick=\"log_download('changpetch-logisticregressionmodelwithtreenetandassociationrulesanalysisapplicationswithmedicaldatasets-2023', 'http://doi.org/10.1080/03610918.2021.1912764', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/changpetch-logisticregressionmodelwithtreenetandassociationrulesanalysisapplicationswithmedicaldatasets-2023\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('changpetch-logisticregressionmodelwithtreenetandassociationrulesanalysisapplicationswithmedicaldatasets-2023')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@ARTICLE{Changpetch20232633,\n\tauthor = {Changpetch, Pannapa},\n\ttitle = {Logistic regression model with TreeNet and association rules analysis: applications with medical datasets},\n\tyear = {2023},\n\tjournal = {Communications in Statistics: Simulation and Computation},\n\tvolume = {52},\n\tnumber = {6},\n\tpages = {2633 – 2645},\n\tdoi = {10.1080/03610918.2021.1912764},\n\turl = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85104398942&amp;doi=10.1080%2f03610918.2021.1912764&amp;partnerID=40&amp;md5=1c5215eb3e1214534faaf7055a8830c8},\n\ttype = {Article},\n\tpublication_stage = {Final},\n\tsource = {Scopus},\n\tnote = {Cited by: 1}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2021\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2021')\"\n      onkeypress=\"toggleGroup('group_2021')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2021</span>\n      <span class=\"bibbase_group_count\">\n        \n        (3)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"changpetch-reid-dataminingtechniqueswhichoneisyourfavorite-2021\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.scopus.com/inward/record.uri?eid=2-s2.0-85087455138&amp;doi=10.1080%2f08832323.2020.1781753&amp;partnerID=40&amp;md5=374e55230bc624bd3c0245329f627ce7\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'changpetch-reid-dataminingtechniqueswhichoneisyourfavorite-2021', 'https://www.scopus.com/inward/record.uri?eid=2-s2.0-85087455138&amp;doi=10.1080%2f08832323.2020.1781753&amp;partnerID=40&amp;md5=374e55230bc624bd3c0245329f627ce7', event);\">\n    Data mining techniques: Which one is your favorite?.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://mathematics.sc.mahidol.ac.th/people/faculty/pannapa-changpetch/\">Changpetch, P.</a>;  and Reid, M.\n</span>\n\n  \n\n</span>\n\n  <i>Journal of Education for Business</i>, 96(3): 143 – 148.  2021.\n  <span class=\"note\">Cited by: 2</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.scopus.com/inward/record.uri?eid=2-s2.0-85087455138&amp;doi=10.1080%2f08832323.2020.1781753&amp;partnerID=40&amp;md5=374e55230bc624bd3c0245329f627ce7\"\n     onclick=\"log_download('changpetch-reid-dataminingtechniqueswhichoneisyourfavorite-2021', 'https://www.scopus.com/inward/record.uri?eid=2-s2.0-85087455138&amp;doi=10.1080%2f08832323.2020.1781753&amp;partnerID=40&amp;md5=374e55230bc624bd3c0245329f627ce7', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Data mining techniques: Which one is your favorite? [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1080/08832323.2020.1781753\"\n     onclick=\"log_download('changpetch-reid-dataminingtechniqueswhichoneisyourfavorite-2021', 'http://doi.org/10.1080/08832323.2020.1781753', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/changpetch-reid-dataminingtechniqueswhichoneisyourfavorite-2021\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('changpetch-reid-dataminingtechniqueswhichoneisyourfavorite-2021')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@ARTICLE{Changpetch2021143,\n\tauthor = {Changpetch, Pannapa and Reid, Moya},\n\ttitle = {Data mining techniques: Which one is your favorite?},\n\tyear = {2021},\n\tjournal = {Journal of Education for Business},\n\tvolume = {96},\n\tnumber = {3},\n\tpages = {143 – 148},\n\tdoi = {10.1080/08832323.2020.1781753},\n\turl = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85087455138&amp;doi=10.1080%2f08832323.2020.1781753&amp;partnerID=40&amp;md5=374e55230bc624bd3c0245329f627ce7},\n\ttype = {Article},\n\tpublication_stage = {Final},\n\tsource = {Scopus},\n\tnote = {Cited by: 2}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"changpetch-multinomiallogitmodelbuildingviatreenetandassociationrulesanalysisanapplicationviaathyroiddataset-2021\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.scopus.com/inward/record.uri?eid=2-s2.0-85100813744&amp;doi=10.3390%2fsym13020287&amp;partnerID=40&amp;md5=561e0b25d780831d68d59cd280945f7f\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'changpetch-multinomiallogitmodelbuildingviatreenetandassociationrulesanalysisanapplicationviaathyroiddataset-2021', 'https://www.scopus.com/inward/record.uri?eid=2-s2.0-85100813744&amp;doi=10.3390%2fsym13020287&amp;partnerID=40&amp;md5=561e0b25d780831d68d59cd280945f7f', event);\">\n    Multinomial logit model building via treenet and association rules analysis: An application via a thyroid dataset.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://mathematics.sc.mahidol.ac.th/people/faculty/pannapa-changpetch/\">Changpetch, P.</a>\n</span>\n\n  \n\n</span>\n\n  <i>Symmetry</i>, 13(2): 1 – 18.  2021.\n  <span class=\"note\">Cited by: 2; All Open Access, Gold Open Access</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.scopus.com/inward/record.uri?eid=2-s2.0-85100813744&amp;doi=10.3390%2fsym13020287&amp;partnerID=40&amp;md5=561e0b25d780831d68d59cd280945f7f\"\n     onclick=\"log_download('changpetch-multinomiallogitmodelbuildingviatreenetandassociationrulesanalysisanapplicationviaathyroiddataset-2021', 'https://www.scopus.com/inward/record.uri?eid=2-s2.0-85100813744&amp;doi=10.3390%2fsym13020287&amp;partnerID=40&amp;md5=561e0b25d780831d68d59cd280945f7f', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Multinomial logit model building via treenet and association rules analysis: An application via a thyroid dataset [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.3390/sym13020287\"\n     onclick=\"log_download('changpetch-multinomiallogitmodelbuildingviatreenetandassociationrulesanalysisanapplicationviaathyroiddataset-2021', 'http://doi.org/10.3390/sym13020287', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/changpetch-multinomiallogitmodelbuildingviatreenetandassociationrulesanalysisanapplicationviaathyroiddataset-2021\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('changpetch-multinomiallogitmodelbuildingviatreenetandassociationrulesanalysisanapplicationviaathyroiddataset-2021')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@ARTICLE{Changpetch20211,\n\tauthor = {Changpetch, Pannapa},\n\ttitle = {Multinomial logit model building via treenet and association rules analysis: An application via a thyroid dataset},\n\tyear = {2021},\n\tjournal = {Symmetry},\n\tvolume = {13},\n\tnumber = {2},\n\tpages = {1 – 18},\n\tdoi = {10.3390/sym13020287},\n\turl = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85100813744&amp;doi=10.3390%2fsym13020287&amp;partnerID=40&amp;md5=561e0b25d780831d68d59cd280945f7f},\n\ttype = {Article},\n\tpublication_stage = {Final},\n\tsource = {Scopus},\n\tnote = {Cited by: 2; All Open Access, Gold Open Access}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"changpetch-pitpeng-hiriote-yuangyai-integratingdataminingtechniquesfornavebayesclassificationapplicationstomedicaldatasets-2021\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.scopus.com/inward/record.uri?eid=2-s2.0-85115322791&amp;doi=10.3390%2fcomputation9090099&amp;partnerID=40&amp;md5=bdd76fa8fd0fb861740326bed846af5c\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'changpetch-pitpeng-hiriote-yuangyai-integratingdataminingtechniquesfornavebayesclassificationapplicationstomedicaldatasets-2021', 'https://www.scopus.com/inward/record.uri?eid=2-s2.0-85115322791&amp;doi=10.3390%2fcomputation9090099&amp;partnerID=40&amp;md5=bdd76fa8fd0fb861740326bed846af5c', event);\">\n    Integrating data mining techniques for naïve bayes classification: Applications to medical datasets.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://mathematics.sc.mahidol.ac.th/people/faculty/pannapa-changpetch/\">Changpetch, P.</a>; Pitpeng, A.; Hiriote, S.;  and Yuangyai, C.\n</span>\n\n  \n\n</span>\n\n  <i>Computation</i>, 9(9).  2021.\n  <span class=\"note\">Cited by: 5; All Open Access, Gold Open Access</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.scopus.com/inward/record.uri?eid=2-s2.0-85115322791&amp;doi=10.3390%2fcomputation9090099&amp;partnerID=40&amp;md5=bdd76fa8fd0fb861740326bed846af5c\"\n     onclick=\"log_download('changpetch-pitpeng-hiriote-yuangyai-integratingdataminingtechniquesfornavebayesclassificationapplicationstomedicaldatasets-2021', 'https://www.scopus.com/inward/record.uri?eid=2-s2.0-85115322791&amp;doi=10.3390%2fcomputation9090099&amp;partnerID=40&amp;md5=bdd76fa8fd0fb861740326bed846af5c', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Integrating data mining techniques for naïve bayes classification: Applications to medical datasets [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.3390/computation9090099\"\n     onclick=\"log_download('changpetch-pitpeng-hiriote-yuangyai-integratingdataminingtechniquesfornavebayesclassificationapplicationstomedicaldatasets-2021', 'http://doi.org/10.3390/computation9090099', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/changpetch-pitpeng-hiriote-yuangyai-integratingdataminingtechniquesfornavebayesclassificationapplicationstomedicaldatasets-2021\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('changpetch-pitpeng-hiriote-yuangyai-integratingdataminingtechniquesfornavebayesclassificationapplicationstomedicaldatasets-2021')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@ARTICLE{Changpetch2021,\n\tauthor = {Changpetch, Pannapa and Pitpeng, Apasiri and Hiriote, Sasiprapa and Yuangyai, Chumpol},\n\ttitle = {Integrating data mining techniques for naïve bayes classification: Applications to medical datasets},\n\tyear = {2021},\n\tjournal = {Computation},\n\tvolume = {9},\n\tnumber = {9},\n\tdoi = {10.3390/computation9090099},\n\turl = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85115322791&amp;doi=10.3390%2fcomputation9090099&amp;partnerID=40&amp;md5=bdd76fa8fd0fb861740326bed846af5c},\n\ttype = {Article},\n\tpublication_stage = {Final},\n\tsource = {Scopus},\n\tnote = {Cited by: 5; All Open Access, Gold Open Access}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2020\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2020')\"\n      onkeypress=\"toggleGroup('group_2020')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2020</span>\n      <span class=\"bibbase_group_count\">\n        \n        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"changpetch-akinyemi-ananalysisofhealthinsurancedatausingthedirectedacyclicgraphanapplicationinnigeria-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.scopus.com/inward/record.uri?eid=2-s2.0-85100922297&amp;doi=10.2174%2f1874944502013010718&amp;partnerID=40&amp;md5=a487e355111a8b85cae76c73d110a745\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'changpetch-akinyemi-ananalysisofhealthinsurancedatausingthedirectedacyclicgraphanapplicationinnigeria-2020', 'https://www.scopus.com/inward/record.uri?eid=2-s2.0-85100922297&amp;doi=10.2174%2f1874944502013010718&amp;partnerID=40&amp;md5=a487e355111a8b85cae76c73d110a745', event);\">\n    An analysis of health insurance data using the directed acyclic graph: An application in Nigeria.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://mathematics.sc.mahidol.ac.th/people/faculty/pannapa-changpetch/\">Changpetch, P.</a>;  and Akinyemi, M. I.\n</span>\n\n  \n\n</span>\n\n  <i>Open Public Health Journal</i>, 13(1): 718 – 722.  2020.\n  <span class=\"note\">Cited by: 0; All Open Access, Gold Open Access</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.scopus.com/inward/record.uri?eid=2-s2.0-85100922297&amp;doi=10.2174%2f1874944502013010718&amp;partnerID=40&amp;md5=a487e355111a8b85cae76c73d110a745\"\n     onclick=\"log_download('changpetch-akinyemi-ananalysisofhealthinsurancedatausingthedirectedacyclicgraphanapplicationinnigeria-2020', 'https://www.scopus.com/inward/record.uri?eid=2-s2.0-85100922297&amp;doi=10.2174%2f1874944502013010718&amp;partnerID=40&amp;md5=a487e355111a8b85cae76c73d110a745', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"An analysis of health insurance data using the directed acyclic graph: An application in Nigeria [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.2174/1874944502013010718\"\n     onclick=\"log_download('changpetch-akinyemi-ananalysisofhealthinsurancedatausingthedirectedacyclicgraphanapplicationinnigeria-2020', 'http://doi.org/10.2174/1874944502013010718', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/changpetch-akinyemi-ananalysisofhealthinsurancedatausingthedirectedacyclicgraphanapplicationinnigeria-2020\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('changpetch-akinyemi-ananalysisofhealthinsurancedatausingthedirectedacyclicgraphanapplicationinnigeria-2020')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@ARTICLE{Changpetch2020718,\n\tauthor = {Changpetch, Pannapa and Akinyemi, Mary I.},\n\ttitle = {An analysis of health insurance data using the directed acyclic graph: An application in Nigeria},\n\tyear = {2020},\n\tjournal = {Open Public Health Journal},\n\tvolume = {13},\n\tnumber = {1},\n\tpages = {718 – 722},\n\tdoi = {10.2174/1874944502013010718},\n\turl = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85100922297&amp;doi=10.2174%2f1874944502013010718&amp;partnerID=40&amp;md5=a487e355111a8b85cae76c73d110a745},\n\ttype = {Article},\n\tpublication_stage = {Final},\n\tsource = {Scopus},\n\tnote = {Cited by: 0; All Open Access, Gold Open Access}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2019\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2019')\"\n      onkeypress=\"toggleGroup('group_2019')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2019</span>\n      <span class=\"bibbase_group_count\">\n        \n        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"changpetch-haughton-associationsanddeterminantsoftobaccoconsumptioninthailand-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.scopus.com/inward/record.uri?eid=2-s2.0-85044723855&amp;doi=10.1016%2fj.kjss.2017.07.009&amp;partnerID=40&amp;md5=28685f4e8f845b1f6f8a712cda656251\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'changpetch-haughton-associationsanddeterminantsoftobaccoconsumptioninthailand-2019', 'https://www.scopus.com/inward/record.uri?eid=2-s2.0-85044723855&amp;doi=10.1016%2fj.kjss.2017.07.009&amp;partnerID=40&amp;md5=28685f4e8f845b1f6f8a712cda656251', event);\">\n    Associations and determinants of tobacco consumption in Thailand.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://mathematics.sc.mahidol.ac.th/people/faculty/pannapa-changpetch/\">Changpetch, P.</a>;  and Haughton, D.\n</span>\n\n  \n\n</span>\n\n  <i>Kasetsart Journal of Social Sciences</i>, 40(1): 213 – 224.  2019.\n  <span class=\"note\">Cited by: 1; All Open Access, Gold Open Access</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.scopus.com/inward/record.uri?eid=2-s2.0-85044723855&amp;doi=10.1016%2fj.kjss.2017.07.009&amp;partnerID=40&amp;md5=28685f4e8f845b1f6f8a712cda656251\"\n     onclick=\"log_download('changpetch-haughton-associationsanddeterminantsoftobaccoconsumptioninthailand-2019', 'https://www.scopus.com/inward/record.uri?eid=2-s2.0-85044723855&amp;doi=10.1016%2fj.kjss.2017.07.009&amp;partnerID=40&amp;md5=28685f4e8f845b1f6f8a712cda656251', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Associations and determinants of tobacco consumption in Thailand [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1016/j.kjss.2017.07.009\"\n     onclick=\"log_download('changpetch-haughton-associationsanddeterminantsoftobaccoconsumptioninthailand-2019', 'http://doi.org/10.1016/j.kjss.2017.07.009', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/changpetch-haughton-associationsanddeterminantsoftobaccoconsumptioninthailand-2019\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('changpetch-haughton-associationsanddeterminantsoftobaccoconsumptioninthailand-2019')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@ARTICLE{Changpetch2019213,\n\tauthor = {Changpetch, Pannapa and Haughton, Dominique},\n\ttitle = {Associations and determinants of tobacco consumption in Thailand},\n\tyear = {2019},\n\tjournal = {Kasetsart Journal of Social Sciences},\n\tvolume = {40},\n\tnumber = {1},\n\tpages = {213 – 224},\n\tdoi = {10.1016/j.kjss.2017.07.009},\n\turl = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85044723855&amp;doi=10.1016%2fj.kjss.2017.07.009&amp;partnerID=40&amp;md5=28685f4e8f845b1f6f8a712cda656251},\n\ttype = {Article},\n\tpublication_stage = {Final},\n\tsource = {Scopus},\n\tnote = {Cited by: 1; All Open Access, Gold Open Access}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2018\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2018')\"\n      onkeypress=\"toggleGroup('group_2018')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2018</span>\n      <span class=\"bibbase_group_count\">\n        \n        (2)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"chaicharoenwut-koiwanit-changpetch-buatongkue-yuangyai-integratingspatialtemporalriskfactorsforanambulanceallocationstrategyacasestudyinbangkok-2018\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.scopus.com/inward/record.uri?eid=2-s2.0-85053211766&amp;doi=10.1051%2fmatecconf%2f201819201038&amp;partnerID=40&amp;md5=c451df09e624f0bba4b55ec574625eda\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'chaicharoenwut-koiwanit-changpetch-buatongkue-yuangyai-integratingspatialtemporalriskfactorsforanambulanceallocationstrategyacasestudyinbangkok-2018', 'https://www.scopus.com/inward/record.uri?eid=2-s2.0-85053211766&amp;doi=10.1051%2fmatecconf%2f201819201038&amp;partnerID=40&amp;md5=c451df09e624f0bba4b55ec574625eda', event);\">\n    Integrating Spatial-Temporal Risk Factors for an Ambulance Allocation Strategy: A Case Study in Bangkok.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Chaicharoenwut, P.; Koiwanit, J.; <a class=\"bibbase author link\" href=\"https://mathematics.sc.mahidol.ac.th/people/faculty/pannapa-changpetch/\">Changpetch, P.</a>; Buatongkue, S.;  and Yuangyai, C.\n</span>\n\n  \n\n</span>\n\n   2018.<!-- NOTE FROM BIBBASE: This entry has an invalid bibtex entry type: conference. Therefore, we don't know how to render it properly. Please consider fixing this. -->\n  <span class=\"note\">Cited by: 2; All Open Access, Gold Open Access, Green Open Access</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.scopus.com/inward/record.uri?eid=2-s2.0-85053211766&amp;doi=10.1051%2fmatecconf%2f201819201038&amp;partnerID=40&amp;md5=c451df09e624f0bba4b55ec574625eda\"\n     onclick=\"log_download('chaicharoenwut-koiwanit-changpetch-buatongkue-yuangyai-integratingspatialtemporalriskfactorsforanambulanceallocationstrategyacasestudyinbangkok-2018', 'https://www.scopus.com/inward/record.uri?eid=2-s2.0-85053211766&amp;doi=10.1051%2fmatecconf%2f201819201038&amp;partnerID=40&amp;md5=c451df09e624f0bba4b55ec574625eda', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Integrating Spatial-Temporal Risk Factors for an Ambulance Allocation Strategy: A Case Study in Bangkok [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1051/matecconf/201819201038\"\n     onclick=\"log_download('chaicharoenwut-koiwanit-changpetch-buatongkue-yuangyai-integratingspatialtemporalriskfactorsforanambulanceallocationstrategyacasestudyinbangkok-2018', 'http://doi.org/10.1051/matecconf/201819201038', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/chaicharoenwut-koiwanit-changpetch-buatongkue-yuangyai-integratingspatialtemporalriskfactorsforanambulanceallocationstrategyacasestudyinbangkok-2018\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('chaicharoenwut-koiwanit-changpetch-buatongkue-yuangyai-integratingspatialtemporalriskfactorsforanambulanceallocationstrategyacasestudyinbangkok-2018')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@CONFERENCE{Chaicharoenwut2018,\n\tauthor = {Chaicharoenwut, Pakinai and Koiwanit, Jarotwan and Changpetch, Pannapa and Buatongkue, Sirisuda and Yuangyai, Chumpol},\n\ttitle = {Integrating Spatial-Temporal Risk Factors for an Ambulance Allocation Strategy: A Case Study in Bangkok},\n\tyear = {2018},\n\tjournal = {MATEC Web of Conferences},\n\tvolume = {192},\n\tdoi = {10.1051/matecconf/201819201038},\n\turl = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85053211766&amp;doi=10.1051%2fmatecconf%2f201819201038&amp;partnerID=40&amp;md5=c451df09e624f0bba4b55ec574625eda},\n\ttype = {Conference paper},\n\tpublication_stage = {Final},\n\tsource = {Scopus},\n\tnote = {Cited by: 2; All Open Access, Gold Open Access, Green Open Access}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"changpetch-haughton-sociologicalmechanismsunderlyingalcoholtobaccoandgamblingacausalmediationanalysis-2018\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.scopus.com/inward/record.uri?eid=2-s2.0-85044200059&amp;partnerID=40&amp;md5=8a23f39d89715786c898d09176edc4e9\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'changpetch-haughton-sociologicalmechanismsunderlyingalcoholtobaccoandgamblingacausalmediationanalysis-2018', 'https://www.scopus.com/inward/record.uri?eid=2-s2.0-85044200059&amp;partnerID=40&amp;md5=8a23f39d89715786c898d09176edc4e9', event);\">\n    Sociological mechanisms underlying alcohol, tobacco, and gambling: A causal mediation analysis.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://mathematics.sc.mahidol.ac.th/people/faculty/pannapa-changpetch/\">Changpetch, P.</a>;  and Haughton, D.\n</span>\n\n  \n\n</span>\n\n  <i>Thailand Statistician</i>, 16(1): 56 – 63.  2018.\n  <span class=\"note\">Cited by: 1</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.scopus.com/inward/record.uri?eid=2-s2.0-85044200059&amp;partnerID=40&amp;md5=8a23f39d89715786c898d09176edc4e9\"\n     onclick=\"log_download('changpetch-haughton-sociologicalmechanismsunderlyingalcoholtobaccoandgamblingacausalmediationanalysis-2018', 'https://www.scopus.com/inward/record.uri?eid=2-s2.0-85044200059&amp;partnerID=40&amp;md5=8a23f39d89715786c898d09176edc4e9', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Sociological mechanisms underlying alcohol, tobacco, and gambling: A causal mediation analysis [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/changpetch-haughton-sociologicalmechanismsunderlyingalcoholtobaccoandgamblingacausalmediationanalysis-2018\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('changpetch-haughton-sociologicalmechanismsunderlyingalcoholtobaccoandgamblingacausalmediationanalysis-2018')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@ARTICLE{Changpetch201856,\n\tauthor = {Changpetch, Pannapa and Haughton, Dominique},\n\ttitle = {Sociological mechanisms underlying alcohol, tobacco, and gambling: A causal mediation analysis},\n\tyear = {2018},\n\tjournal = {Thailand Statistician},\n\tvolume = {16},\n\tnumber = {1},\n\tpages = {56 – 63},\n\turl = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85044200059&amp;partnerID=40&amp;md5=8a23f39d89715786c898d09176edc4e9},\n\ttype = {Article},\n\tpublication_stage = {Final},\n\tsource = {Scopus},\n\tnote = {Cited by: 1}\n}</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2017\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2017')\"\n      onkeypress=\"toggleGroup('group_2017')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2017</span>\n      <span class=\"bibbase_group_count\">\n        \n        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"changpetch-haughton-alcoholconsumptionandageinthailandfrom2006to2011anexplorationofnonlinearrelationships-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.scopus.com/inward/record.uri?eid=2-s2.0-85018540815&amp;doi=10.2174%2f1874944501610010017&amp;partnerID=40&amp;md5=8db1bd6f7b757aea89305bcb449483db\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'changpetch-haughton-alcoholconsumptionandageinthailandfrom2006to2011anexplorationofnonlinearrelationships-2017', 'https://www.scopus.com/inward/record.uri?eid=2-s2.0-85018540815&amp;doi=10.2174%2f1874944501610010017&amp;partnerID=40&amp;md5=8db1bd6f7b757aea89305bcb449483db', event);\">\n    Alcohol consumption and age in Thailand from 2006 to 2011: An exploration of non-linear relationships.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://mathematics.sc.mahidol.ac.th/people/faculty/pannapa-changpetch/\">Changpetch, P.</a>;  and Haughton, D.\n</span>\n\n  \n\n</span>\n\n  <i>Open Public Health Journal</i>, 10: 17 – 24.  2017.\n  <span class=\"note\">Cited by: 1; All Open Access, Gold Open Access, Green Open Access</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.scopus.com/inward/record.uri?eid=2-s2.0-85018540815&amp;doi=10.2174%2f1874944501610010017&amp;partnerID=40&amp;md5=8db1bd6f7b757aea89305bcb449483db\"\n     onclick=\"log_download('changpetch-haughton-alcoholconsumptionandageinthailandfrom2006to2011anexplorationofnonlinearrelationships-2017', 'https://www.scopus.com/inward/record.uri?eid=2-s2.0-85018540815&amp;doi=10.2174%2f1874944501610010017&amp;partnerID=40&amp;md5=8db1bd6f7b757aea89305bcb449483db', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Alcohol consumption and age in Thailand from 2006 to 2011: An exploration of non-linear relationships [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.2174/1874944501610010017\"\n     onclick=\"log_download('changpetch-haughton-alcoholconsumptionandageinthailandfrom2006to2011anexplorationofnonlinearrelationships-2017', 'http://doi.org/10.2174/1874944501610010017', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/changpetch-haughton-alcoholconsumptionandageinthailandfrom2006to2011anexplorationofnonlinearrelationships-2017\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('changpetch-haughton-alcoholconsumptionandageinthailandfrom2006to2011anexplorationofnonlinearrelationships-2017')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@ARTICLE{Changpetch201717,\n\tauthor = {Changpetch, Pannapa and Haughton, Dominique},\n\ttitle = {Alcohol consumption and age in Thailand from 2006 to 2011: An exploration of non-linear relationships},\n\tyear = {2017},\n\tjournal = {Open Public Health Journal},\n\tvolume = {10},\n\tpages = {17 – 24},\n\tdoi = {10.2174/1874944501610010017},\n\turl = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85018540815&amp;doi=10.2174%2f1874944501610010017&amp;partnerID=40&amp;md5=8db1bd6f7b757aea89305bcb449483db},\n\ttype = {Article},\n\tpublication_stage = {Final},\n\tsource = {Scopus},\n\tnote = {Cited by: 1; All Open Access, Gold Open Access, Green Open Access}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2013\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2013')\"\n      onkeypress=\"toggleGroup('group_2013')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2013</span>\n      <span class=\"bibbase_group_count\">\n        \n        (2)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"changpetch-lin-modelselectionforlogisticregressionviaassociationrulesanalysis-2013\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.scopus.com/inward/record.uri?eid=2-s2.0-84882695796&amp;doi=10.1080%2f00949655.2012.662231&amp;partnerID=40&amp;md5=daa20025b178230e8dbd3e8d37206a6c\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'changpetch-lin-modelselectionforlogisticregressionviaassociationrulesanalysis-2013', 'https://www.scopus.com/inward/record.uri?eid=2-s2.0-84882695796&amp;doi=10.1080%2f00949655.2012.662231&amp;partnerID=40&amp;md5=daa20025b178230e8dbd3e8d37206a6c', event);\">\n    Model selection for logistic regression via association rules analysis.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://mathematics.sc.mahidol.ac.th/people/faculty/pannapa-changpetch/\">Changpetch, P.</a>;  and Lin, D. K.\n</span>\n\n  \n\n</span>\n\n  <i>Journal of Statistical Computation and Simulation</i>, 83(8): 1415 – 1428.  2013.\n  <span class=\"note\">Cited by: 10</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.scopus.com/inward/record.uri?eid=2-s2.0-84882695796&amp;doi=10.1080%2f00949655.2012.662231&amp;partnerID=40&amp;md5=daa20025b178230e8dbd3e8d37206a6c\"\n     onclick=\"log_download('changpetch-lin-modelselectionforlogisticregressionviaassociationrulesanalysis-2013', 'https://www.scopus.com/inward/record.uri?eid=2-s2.0-84882695796&amp;doi=10.1080%2f00949655.2012.662231&amp;partnerID=40&amp;md5=daa20025b178230e8dbd3e8d37206a6c', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Model selection for logistic regression via association rules analysis [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1080/00949655.2012.662231\"\n     onclick=\"log_download('changpetch-lin-modelselectionforlogisticregressionviaassociationrulesanalysis-2013', 'http://doi.org/10.1080/00949655.2012.662231', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/changpetch-lin-modelselectionforlogisticregressionviaassociationrulesanalysis-2013\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('changpetch-lin-modelselectionforlogisticregressionviaassociationrulesanalysis-2013')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@ARTICLE{Changpetch20131415,\n\tauthor = {Changpetch, Pannapa and Lin, Dennis K.J.},\n\ttitle = {Model selection for logistic regression via association rules analysis},\n\tyear = {2013},\n\tjournal = {Journal of Statistical Computation and Simulation},\n\tvolume = {83},\n\tnumber = {8},\n\tpages = {1415 – 1428},\n\tdoi = {10.1080/00949655.2012.662231},\n\turl = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84882695796&amp;doi=10.1080%2f00949655.2012.662231&amp;partnerID=40&amp;md5=daa20025b178230e8dbd3e8d37206a6c},\n\ttype = {Article},\n\tpublication_stage = {Final},\n\tsource = {Scopus},\n\tnote = {Cited by: 10}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"changpetch-lin-selectionofmultinomiallogitmodelsviaassociationrulesanalysis-2013\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.scopus.com/inward/record.uri?eid=2-s2.0-84871831057&amp;doi=10.1002%2fwics.1242&amp;partnerID=40&amp;md5=49eb5be37749da711e650905a8e45efd\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'changpetch-lin-selectionofmultinomiallogitmodelsviaassociationrulesanalysis-2013', 'https://www.scopus.com/inward/record.uri?eid=2-s2.0-84871831057&amp;doi=10.1002%2fwics.1242&amp;partnerID=40&amp;md5=49eb5be37749da711e650905a8e45efd', event);\">\n    Selection of multinomial logit models via association rules analysis.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://mathematics.sc.mahidol.ac.th/people/faculty/pannapa-changpetch/\">Changpetch, P.</a>;  and Lin, D. K.\n</span>\n\n  \n\n</span>\n\n  <i>Wiley Interdisciplinary Reviews: Computational Statistics</i>, 5(1): 68 – 77.  2013.\n  <span class=\"note\">Cited by: 18</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.scopus.com/inward/record.uri?eid=2-s2.0-84871831057&amp;doi=10.1002%2fwics.1242&amp;partnerID=40&amp;md5=49eb5be37749da711e650905a8e45efd\"\n     onclick=\"log_download('changpetch-lin-selectionofmultinomiallogitmodelsviaassociationrulesanalysis-2013', 'https://www.scopus.com/inward/record.uri?eid=2-s2.0-84871831057&amp;doi=10.1002%2fwics.1242&amp;partnerID=40&amp;md5=49eb5be37749da711e650905a8e45efd', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Selection of multinomial logit models via association rules analysis [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1002/wics.1242\"\n     onclick=\"log_download('changpetch-lin-selectionofmultinomiallogitmodelsviaassociationrulesanalysis-2013', 'http://doi.org/10.1002/wics.1242', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/changpetch-lin-selectionofmultinomiallogitmodelsviaassociationrulesanalysis-2013\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('changpetch-lin-selectionofmultinomiallogitmodelsviaassociationrulesanalysis-2013')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@ARTICLE{Changpetch201368,\n\tauthor = {Changpetch, Pannapa and Lin, Dennis K.J.},\n\ttitle = {Selection of multinomial logit models via association rules analysis},\n\tyear = {2013},\n\tjournal = {Wiley Interdisciplinary Reviews: Computational Statistics},\n\tvolume = {5},\n\tnumber = {1},\n\tpages = {68 – 77},\n\tdoi = {10.1002/wics.1242},\n\turl = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84871831057&amp;doi=10.1002%2fwics.1242&amp;partnerID=40&amp;md5=49eb5be37749da711e650905a8e45efd},\n\ttype = {Review},\n\tpublication_stage = {Final},\n\tsource = {Scopus},\n\tnote = {Cited by: 18}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2008\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2008')\"\n      onkeypress=\"toggleGroup('group_2008')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2008</span>\n      <span class=\"bibbase_group_count\">\n        \n        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"changpetch-nembhard-periodiccuscorechartstodetectstepshiftsinautocorrelatedprocesses-2008\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.scopus.com/inward/record.uri?eid=2-s2.0-61349094668&amp;doi=10.1002%2fqre.934&amp;partnerID=40&amp;md5=74486db2e878a0f1d44e3aac3cd37fa9\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'changpetch-nembhard-periodiccuscorechartstodetectstepshiftsinautocorrelatedprocesses-2008', 'https://www.scopus.com/inward/record.uri?eid=2-s2.0-61349094668&amp;doi=10.1002%2fqre.934&amp;partnerID=40&amp;md5=74486db2e878a0f1d44e3aac3cd37fa9', event);\">\n    Periodic Cuscore charts to detect step shifts in autocorrelated processes.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://mathematics.sc.mahidol.ac.th/people/faculty/pannapa-changpetch/\">Changpetch, P.</a>;  and Nembhard, H. B.\n</span>\n\n  \n\n</span>\n\n  <i>Quality and Reliability Engineering International</i>, 24(8): 911 – 926.  2008.\n  <span class=\"note\">Cited by: 7</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.scopus.com/inward/record.uri?eid=2-s2.0-61349094668&amp;doi=10.1002%2fqre.934&amp;partnerID=40&amp;md5=74486db2e878a0f1d44e3aac3cd37fa9\"\n     onclick=\"log_download('changpetch-nembhard-periodiccuscorechartstodetectstepshiftsinautocorrelatedprocesses-2008', 'https://www.scopus.com/inward/record.uri?eid=2-s2.0-61349094668&amp;doi=10.1002%2fqre.934&amp;partnerID=40&amp;md5=74486db2e878a0f1d44e3aac3cd37fa9', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Periodic Cuscore charts to detect step shifts in autocorrelated processes [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1002/qre.934\"\n     onclick=\"log_download('changpetch-nembhard-periodiccuscorechartstodetectstepshiftsinautocorrelatedprocesses-2008', 'http://doi.org/10.1002/qre.934', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/changpetch-nembhard-periodiccuscorechartstodetectstepshiftsinautocorrelatedprocesses-2008\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('changpetch-nembhard-periodiccuscorechartstodetectstepshiftsinautocorrelatedprocesses-2008')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@ARTICLE{Changpetch2008911,\n\tauthor = {Changpetch, Pannapa and Nembhard, Harriet Black},\n\ttitle = {Periodic Cuscore charts to detect step shifts in autocorrelated processes},\n\tyear = {2008},\n\tjournal = {Quality and Reliability Engineering International},\n\tvolume = {24},\n\tnumber = {8},\n\tpages = {911 – 926},\n\tdoi = {10.1002/qre.934},\n\turl = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-61349094668&amp;doi=10.1002%2fqre.934&amp;partnerID=40&amp;md5=74486db2e878a0f1d44e3aac3cd37fa9},\n\ttype = {Conference paper},\n\tpublication_stage = {Final},\n\tsource = {Scopus},\n\tnote = {Cited by: 7}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2007\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2007')\"\n      onkeypress=\"toggleGroup('group_2007')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2007</span>\n      <span class=\"bibbase_group_count\">\n        \n        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"nembhard-changpetch-directedmonitoringusingcuscorechartsforseasonaltimeseries-2007\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.scopus.com/inward/record.uri?eid=2-s2.0-33947157706&amp;doi=10.1002%2fqre.786&amp;partnerID=40&amp;md5=3c29273f9a91c7edf04aace0795074da\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'nembhard-changpetch-directedmonitoringusingcuscorechartsforseasonaltimeseries-2007', 'https://www.scopus.com/inward/record.uri?eid=2-s2.0-33947157706&amp;doi=10.1002%2fqre.786&amp;partnerID=40&amp;md5=3c29273f9a91c7edf04aace0795074da', event);\">\n    Directed monitoring using Cuscore charts for seasonal time series.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Nembhard, H. B.;  and <a class=\"bibbase author link\" href=\"https://mathematics.sc.mahidol.ac.th/people/faculty/pannapa-changpetch/\">Changpetch, P.</a>\n</span>\n\n  \n\n</span>\n\n  <i>Quality and Reliability Engineering International</i>, 23(2): 219 – 232.  2007.\n  <span class=\"note\">Cited by: 11</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.scopus.com/inward/record.uri?eid=2-s2.0-33947157706&amp;doi=10.1002%2fqre.786&amp;partnerID=40&amp;md5=3c29273f9a91c7edf04aace0795074da\"\n     onclick=\"log_download('nembhard-changpetch-directedmonitoringusingcuscorechartsforseasonaltimeseries-2007', 'https://www.scopus.com/inward/record.uri?eid=2-s2.0-33947157706&amp;doi=10.1002%2fqre.786&amp;partnerID=40&amp;md5=3c29273f9a91c7edf04aace0795074da', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Directed monitoring using Cuscore charts for seasonal time series [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1002/qre.786\"\n     onclick=\"log_download('nembhard-changpetch-directedmonitoringusingcuscorechartsforseasonaltimeseries-2007', 'http://doi.org/10.1002/qre.786', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/nembhard-changpetch-directedmonitoringusingcuscorechartsforseasonaltimeseries-2007\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('nembhard-changpetch-directedmonitoringusingcuscorechartsforseasonaltimeseries-2007')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@ARTICLE{Nembhard2007219,\n\tauthor = {Nembhard, Harriet Black and Changpetch, Pannapa},\n\ttitle = {Directed monitoring using Cuscore charts for seasonal time series},\n\tyear = {2007},\n\tjournal = {Quality and Reliability Engineering International},\n\tvolume = {23},\n\tnumber = {2},\n\tpages = {219 – 232},\n\tdoi = {10.1002/qre.786},\n\turl = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-33947157706&amp;doi=10.1002%2fqre.786&amp;partnerID=40&amp;md5=3c29273f9a91c7edf04aace0795074da},\n\ttype = {Article},\n\tpublication_stage = {Final},\n\tsource = {Scopus},\n\tnote = {Cited by: 11}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n\n\n\n  </div>\n\n\n  <!-- Modal -->\n\n  <!-- <iframe id=\"bibbase_network_frame\" -->\n  <!--         src=\"//bibbase.org/network/control\" -->\n  <!--         style=\"display: none;\"> -->\n  <!-- </iframe> -->\n\n</div>\n"}; document.write(bibbase_data.data);