{"id":"https://openalex.org/W1974661182","doi":"https://doi.org/10.1007/s11634-011-0100-0","title":"Panel data analysis: a survey on model-based clustering of time series","display_name":"Panel data analysis: a survey on model-based clustering of time series","publication_year":2011,"publication_date":"2011-10-18","ids":{"openalex":"https://openalex.org/W1974661182","doi":"https://doi.org/10.1007/s11634-011-0100-0","mag":"1974661182"},"language":"en","primary_location":{"id":"doi:10.1007/s11634-011-0100-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11634-011-0100-0","pdf_url":null,"source":{"id":"https://openalex.org/S4210175730","display_name":"Advances in Data Analysis and Classification","issn_l":"1862-5355","issn":["1862-5355","1862-5347"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Data Analysis and Classification","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5051060321","display_name":"Sylvia Fr\u00fchwirth\u2010Schnatter","orcid":"https://orcid.org/0000-0003-0516-5552"},"institutions":[{"id":"https://openalex.org/I102248843","display_name":"Vienna University of Economics and Business","ror":"https://ror.org/03yn8s215","country_code":"AT","type":"education","lineage":["https://openalex.org/I102248843"]}],"countries":["AT"],"is_corresponding":true,"raw_author_name":"Sylvia Fr\u00fchwirth-Schnatter","raw_affiliation_strings":["Department of Finance, Accounting, and Statistics, Vienna University of Economics and Business, Augasse 2-6, 1090, Vienna, Austria","Department of Finance, Accounting and Statistics Vienna University of Economics and Business Vienna Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Finance, Accounting, and Statistics, Vienna University of Economics and Business, Augasse 2-6, 1090, Vienna, Austria","institution_ids":["https://openalex.org/I102248843"]},{"raw_affiliation_string":"Department of Finance, Accounting and Statistics Vienna University of Economics and Business Vienna Austria","institution_ids":["https://openalex.org/I102248843"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5051060321"],"corresponding_institution_ids":["https://openalex.org/I102248843"],"apc_list":{"value":3190,"currency":"USD","value_usd":3190},"apc_paid":null,"fwci":2.6928,"has_fulltext":false,"cited_by_count":65,"citation_normalized_percentile":{"value":0.90749018,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"5","issue":"4","first_page":"251","last_page":"280"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11901","display_name":"Bayesian Methods and Mixture Models","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11901","display_name":"Bayesian Methods and Mixture Models","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9564999938011169,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10243","display_name":"Statistical Methods and Bayesian Inference","score":0.9523000121116638,"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/cluster-analysis","display_name":"Cluster analysis","score":0.7731693387031555},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6305209398269653},{"id":"https://openalex.org/keywords/categorical-variable","display_name":"Categorical variable","score":0.6221638917922974},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6143065690994263},{"id":"https://openalex.org/keywords/markov-chain-monte-carlo","display_name":"Markov chain Monte Carlo","score":0.5937360525131226},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.4906381666660309},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.46056869626045227},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.4436293840408325},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.26134127378463745},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24180030822753906}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7731693387031555},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6305209398269653},{"id":"https://openalex.org/C5274069","wikidata":"https://www.wikidata.org/wiki/Q2285707","display_name":"Categorical variable","level":2,"score":0.6221638917922974},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6143065690994263},{"id":"https://openalex.org/C111350023","wikidata":"https://www.wikidata.org/wiki/Q1191869","display_name":"Markov chain Monte Carlo","level":3,"score":0.5937360525131226},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.4906381666660309},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.46056869626045227},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.4436293840408325},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.26134127378463745},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24180030822753906},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s11634-011-0100-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11634-011-0100-0","pdf_url":null,"source":{"id":"https://openalex.org/S4210175730","display_name":"Advances in Data Analysis and Classification","issn_l":"1862-5355","issn":["1862-5355","1862-5347"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Data Analysis and Classification","raw_type":"journal-article"},{"id":"pmh:oai:research.wu.ac.at:publications/733b8c28-d2bd-44fa-8df8-0fc7d7fa6932","is_oa":false,"landing_page_url":"https://research.wu.ac.at/de/publications/733b8c28-d2bd-44fa-8df8-0fc7d7fa6932","pdf_url":null,"source":{"id":"https://openalex.org/S7407055123","display_name":"WU Research","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Fr\u00fchwirth-Schnatter, S 2011, 'Panel data analysis: a survey on model-based clustering of time series', Advances in Data Analysis and Classification, vol. 5, no. 4, pp. 251 - 280.","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:RePEc:spr:advdac:v:5:y:2011:i:4:p:251-280","is_oa":false,"landing_page_url":"http://hdl.handle.net/10.1007/s11634-011-0100-0","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","score":0.5099999904632568,"id":"https://metadata.un.org/sdg/13"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":72,"referenced_works":["https://openalex.org/W23196404","https://openalex.org/W130037070","https://openalex.org/W605692607","https://openalex.org/W1522502157","https://openalex.org/W1537659559","https://openalex.org/W1541705153","https://openalex.org/W1557180611","https://openalex.org/W1579271636","https://openalex.org/W1582614941","https://openalex.org/W1587474529","https://openalex.org/W1732489270","https://openalex.org/W1964450723","https://openalex.org/W1973249296","https://openalex.org/W1979570775","https://openalex.org/W1980275109","https://openalex.org/W1988197914","https://openalex.org/W1990369652","https://openalex.org/W1991313237","https://openalex.org/W1996623543","https://openalex.org/W2002374079","https://openalex.org/W2007735837","https://openalex.org/W2011832962","https://openalex.org/W2015558203","https://openalex.org/W2026198838","https://openalex.org/W2029485495","https://openalex.org/W2029807096","https://openalex.org/W2030209765","https://openalex.org/W2031212901","https://openalex.org/W2049882758","https://openalex.org/W2057765075","https://openalex.org/W2062517962","https://openalex.org/W2071308900","https://openalex.org/W2079585997","https://openalex.org/W2082503527","https://openalex.org/W2085572798","https://openalex.org/W2087898454","https://openalex.org/W2089282704","https://openalex.org/W2091982107","https://openalex.org/W2097747115","https://openalex.org/W2097978133","https://openalex.org/W2098439089","https://openalex.org/W2100964305","https://openalex.org/W2102835468","https://openalex.org/W2124959983","https://openalex.org/W2141934075","https://openalex.org/W2142635246","https://openalex.org/W2144550025","https://openalex.org/W2145816995","https://openalex.org/W2147503863","https://openalex.org/W2151635921","https://openalex.org/W2159578516","https://openalex.org/W2159730295","https://openalex.org/W2162460645","https://openalex.org/W2165390490","https://openalex.org/W2168175751","https://openalex.org/W2333283264","https://openalex.org/W2488678869","https://openalex.org/W2491861244","https://openalex.org/W2612166593","https://openalex.org/W3105469179","https://openalex.org/W3121318964","https://openalex.org/W3124354616","https://openalex.org/W3125283865","https://openalex.org/W3125810650","https://openalex.org/W3148930403","https://openalex.org/W4232809693","https://openalex.org/W4235844763","https://openalex.org/W4236066262","https://openalex.org/W4248855525","https://openalex.org/W4255582690","https://openalex.org/W4256038730","https://openalex.org/W4388319941"],"related_works":["https://openalex.org/W4386799044","https://openalex.org/W2773208253","https://openalex.org/W2151689585","https://openalex.org/W2380816257","https://openalex.org/W2560646951","https://openalex.org/W4297454206","https://openalex.org/W65104662","https://openalex.org/W1871748041","https://openalex.org/W2362286668","https://openalex.org/W3087071515"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":22},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":1}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}
