{"id":"https://openalex.org/W3036836802","doi":"https://doi.org/10.1088/1742-6596/1538/1/012058","title":"Three form fourier series estimator semiparametric regression for longitudinal data","display_name":"Three form fourier series estimator semiparametric regression for longitudinal data","publication_year":2020,"publication_date":"2020-05-01","ids":{"openalex":"https://openalex.org/W3036836802","doi":"https://doi.org/10.1088/1742-6596/1538/1/012058","mag":"3036836802"},"language":"en","primary_location":{"id":"doi:10.1088/1742-6596/1538/1/012058","doi":"https://doi.org/10.1088/1742-6596/1538/1/012058","is_oa":true,"landing_page_url":"https://doi.org/10.1088/1742-6596/1538/1/012058","pdf_url":"https://iopscience.iop.org/article/10.1088/1742-6596/1538/1/012058/pdf","source":{"id":"https://openalex.org/S4210187594","display_name":"Journal of Physics Conference Series","issn_l":"1742-6588","issn":["1742-6588","1742-6596"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","jufo-1","norway-1","poland-40","vabb-shw"],"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Physics: Conference Series","raw_type":"journal-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://iopscience.iop.org/article/10.1088/1742-6596/1538/1/012058/pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5055052133","display_name":"Kuzairi Kuzairi","orcid":"https://orcid.org/0000-0002-4769-0227","observed_orcids":["https://orcid.org/0000-0002-4769-0227"]},"institutions":[{"id":"https://openalex.org/I205133468","display_name":"Universitas Airlangga","ror":"https://ror.org/04ctejd88","country_code":"ID","type":"education","lineage":["https://openalex.org/I205133468"]},{"id":"https://openalex.org/I4210103052","display_name":"Universitas Islam Madura","ror":"https://ror.org/01bhg0q06","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210103052"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Kuzairi","raw_affiliation_strings":["Departement of Mathematics, Faculty of Mathematics and Natural Science, The Islamic Uniersity of Madura, Pamekasan 69317, Indonesia","Department of Mathematics, Faculty of Sciences and Technology, Airlangga University Surabaya 60115, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departement of Mathematics, Faculty of Mathematics and Natural Science, The Islamic Uniersity of Madura, Pamekasan 69317, Indonesia","institution_ids":["https://openalex.org/I4210103052"]},{"raw_affiliation_string":"Department of Mathematics, Faculty of Sciences and Technology, Airlangga University Surabaya 60115, Indonesia","institution_ids":["https://openalex.org/I205133468"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110611665","display_name":"Miswanto Miswanto","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I205133468","display_name":"Universitas Airlangga","ror":"https://ror.org/04ctejd88","country_code":"ID","type":"education","lineage":["https://openalex.org/I205133468"]}],"countries":["ID"],"is_corresponding":true,"raw_author_name":"Miswanto","raw_affiliation_strings":["Department of Mathematics, Faculty of Sciences and Technology, Airlangga University Surabaya 60115, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Faculty of Sciences and Technology, Airlangga University Surabaya 60115, Indonesia","institution_ids":["https://openalex.org/I205133468"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012999018","display_name":"I Nyoman Budiantara","orcid":"https://orcid.org/0000-0001-6572-4083","observed_orcids":["https://orcid.org/0000-0001-6572-4083"]},"institutions":[{"id":"https://openalex.org/I166843116","display_name":"Institut Teknologi Sepuluh Nopember","ror":"https://ror.org/05kbmmt89","country_code":"ID","type":"education","lineage":["https://openalex.org/I166843116"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"I Nyoman Budiantara","raw_affiliation_strings":["Department of Statistics, Sepuluh Nopember Institute of Technology Surabaya 60111, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Statistics, Sepuluh Nopember Institute of Technology Surabaya 60111, Indonesia","institution_ids":["https://openalex.org/I166843116"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5110611665"],"corresponding_institution_ids":["https://openalex.org/I205133468"],"apc_list":null,"apc_paid":null,"fwci":0.913,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.73411602,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":87,"max":93},"biblio":{"volume":"1538","issue":"1","first_page":"012058","last_page":"012058"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13141","display_name":"Statistical Methods and Applications","score":0.4171999990940094,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13141","display_name":"Statistical Methods and Applications","score":0.4171999990940094,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10243","display_name":"Statistical Methods and Bayesian Inference","score":0.19359999895095825,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11871","display_name":"Advanced Statistical Methods and Models","score":0.16210000216960907,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/fourier-series-estimator","display_name":"Fourier series estimator","score":0.9129999876022339},{"id":"https://openalex.org/keywords/semiparametric-regression","display_name":"semiparametric regression","score":0.9980000257492065},{"id":"https://openalex.org/keywords/longitudinal-data","display_name":"longitudinal data","score":0.9950000047683716},{"id":"https://openalex.org/keywords/load-forecasting","display_name":"load forecasting","score":0.7250000238418579},{"id":"https://openalex.org/keywords/model-comparison","display_name":"model comparison","score":0.7020000219345093},{"id":"https://openalex.org/keywords/generalized-cross-validation","display_name":"generalized cross-validation","score":0.7760000228881836},{"id":"https://openalex.org/keywords/madura-island","display_name":"Madura","score":0.781000018119812}],"concepts":[{"id":"https://openalex.org/C19539793","wikidata":"https://www.wikidata.org/wiki/Q7449609","display_name":"Semiparametric regression","level":3,"score":0.7946099638938904},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.6860712766647339},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.6702329516410828},{"id":"https://openalex.org/C102366305","wikidata":"https://www.wikidata.org/wiki/Q1097688","display_name":"Nonparametric statistics","level":2,"score":0.5530757904052734},{"id":"https://openalex.org/C207864730","wikidata":"https://www.wikidata.org/wiki/Q179467","display_name":"Fourier series","level":2,"score":0.550512969493866},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.5055794715881348},{"id":"https://openalex.org/C74127309","wikidata":"https://www.wikidata.org/wiki/Q3455886","display_name":"Nonparametric regression","level":3,"score":0.49647027254104614},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.493929922580719},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.4569741487503052},{"id":"https://openalex.org/C78297888","wikidata":"https://www.wikidata.org/wiki/Q7449607","display_name":"Semiparametric model","level":3,"score":0.45631110668182373},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.4257892072200775},{"id":"https://openalex.org/C48921125","wikidata":"https://www.wikidata.org/wiki/Q10861030","display_name":"Linear regression","level":2,"score":0.41821396350860596},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.4153744578361511},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.41439956426620483},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.08480370044708252},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1088/1742-6596/1538/1/012058","doi":"https://doi.org/10.1088/1742-6596/1538/1/012058","is_oa":true,"landing_page_url":"https://doi.org/10.1088/1742-6596/1538/1/012058","pdf_url":"https://iopscience.iop.org/article/10.1088/1742-6596/1538/1/012058/pdf","source":{"id":"https://openalex.org/S4210187594","display_name":"Journal of Physics Conference Series","issn_l":"1742-6588","issn":["1742-6588","1742-6596"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","jufo-1","norway-1","poland-40","vabb-shw"],"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Physics: Conference Series","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1088/1742-6596/1538/1/012058","doi":"https://doi.org/10.1088/1742-6596/1538/1/012058","is_oa":true,"landing_page_url":"https://doi.org/10.1088/1742-6596/1538/1/012058","pdf_url":"https://iopscience.iop.org/article/10.1088/1742-6596/1538/1/012058/pdf","source":{"id":"https://openalex.org/S4210187594","display_name":"Journal of Physics Conference Series","issn_l":"1742-6588","issn":["1742-6588","1742-6596"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","jufo-1","norway-1","poland-40","vabb-shw"],"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Physics: Conference Series","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320325143","display_name":"Universitas Airlangga","ror":"https://ror.org/04ctejd88"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3036836802.pdf","grobid_xml":"https://content.openalex.org/works/W3036836802.grobid-xml"},"referenced_works_count":15,"referenced_works":["https://openalex.org/W11733854","https://openalex.org/W1559087056","https://openalex.org/W2024658605","https://openalex.org/W2042089645","https://openalex.org/W2069888879","https://openalex.org/W2332903284","https://openalex.org/W2406510922","https://openalex.org/W2517009079","https://openalex.org/W2546875262","https://openalex.org/W2551452580","https://openalex.org/W2790111948","https://openalex.org/W2896086004","https://openalex.org/W2897012119","https://openalex.org/W2922896031","https://openalex.org/W2968535399"],"related_works":["https://openalex.org/W3010149268","https://openalex.org/W3136631678","https://openalex.org/W2968535399","https://openalex.org/W3133856688","https://openalex.org/W3186764078","https://openalex.org/W4390246197","https://openalex.org/W3035910064","https://openalex.org/W2517009079","https://openalex.org/W4319994516","https://openalex.org/W2951996799"],"abstract_inverted_index":{"Abstract":[0],"Analysis":[1],"of":[2,31,112,124,132,176],"regressionis":[3],"one":[4],"technique":[5],"that":[6,39,57],"is":[7,65,115,149],"often":[8],"used":[9,40],"in":[10,127,139,143],"statistical":[11],"analysis.":[12],"There":[13],"are":[14],"three":[15,75],"regression":[16,24,29,55],"analysis":[17],"approaches,":[18],"such":[19,41,79],"as":[20,42,80],"parametric":[21,32],"regression,":[22],"nonparametric":[23,35,46],"and":[25,34,45,83,87,161,166],"semiparametric":[26],"regression.":[27],"Semiparametric":[28,54],"consists":[30],"components":[33],"components.":[36],"Parametric":[37],"component":[38,47],"linear":[43],"estimator":[44,91,148,153],"by":[48,172],"using":[49],"a":[50],"Fourier":[51,59,76,119,151],"series":[52,77,108,120,152],"estimator.":[53],"approach":[56],"use":[58],"series,":[60],"have":[61],"an":[62],"advantages":[63],"which":[64],"can":[66,97],"resolve":[67],"oscillation":[68],"data":[69,96,105],"pattern.":[70],"This":[71],"study":[72,114,134],"compares":[73],"the":[74,122,136,150,155,167,174,177],"estimators":[78],"sine,":[81],"cosine,":[82],"combination":[84],"between":[85],"cosine":[86],"sine":[88],"or":[89,106],"complete":[90,100],"for":[92,121],"longitudinal":[93],"data.":[94,109],"Longitudinal":[95],"explain":[98],"more":[99],"information":[101],"than":[102],"cross":[103],"section":[104],"time":[107],"The":[110,130,146],"purpose":[111],"this":[113,133],"to":[116],"introduce":[117],"another":[118],"application":[123],"electricity":[125,141],"consumption":[126,142],"Madura":[128,144],"island.":[129,145],"results":[131],"indicated":[135],"optimal":[137],"model":[138],"predicting":[140],"best":[147],"with":[154],"smallest":[156],"Generalized":[157],"Cross":[158],"Validation":[159],"(GCV)":[160],"Mean":[162],"Square":[163],"Error":[164],"(MSE),":[165],"biggest":[168],"determination":[169],"coefficient":[170],"values":[171],"considering":[173],"parsimony":[175],"model.":[178]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2020-06-25T00:00:00"}
