{"id":"https://openalex.org/W2793345127","doi":"https://doi.org/10.1007/s41060-018-0102-5","title":"Data Science: the impact of statistics","display_name":"Data Science: the impact of statistics","publication_year":2018,"publication_date":"2018-02-16","ids":{"openalex":"https://openalex.org/W2793345127","doi":"https://doi.org/10.1007/s41060-018-0102-5","mag":"2793345127"},"language":"en","primary_location":{"id":"doi:10.1007/s41060-018-0102-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s41060-018-0102-5","pdf_url":"https://link.springer.com/content/pdf/10.1007%2Fs41060-018-0102-5.pdf","source":{"id":"https://openalex.org/S4210195017","display_name":"International Journal of Data Science and Analytics","issn_l":"2364-415X","issn":["2364-415X","2364-4168"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Data Science and Analytics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007%2Fs41060-018-0102-5.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5049242420","display_name":"Claus Weihs","orcid":null},"institutions":[{"id":"https://openalex.org/I200332995","display_name":"TU Dortmund University","ror":"https://ror.org/01k97gp34","country_code":"DE","type":"education","lineage":["https://openalex.org/I200332995"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Claus Weihs","raw_affiliation_strings":["Computational Statistics, TU Dortmund University, 44221, Dortmund, Germany"],"affiliations":[{"raw_affiliation_string":"Computational Statistics, TU Dortmund University, 44221, Dortmund, Germany","institution_ids":["https://openalex.org/I200332995"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063815245","display_name":"Katja Ickstadt","orcid":"https://orcid.org/0000-0001-5157-2496"},"institutions":[{"id":"https://openalex.org/I200332995","display_name":"TU Dortmund University","ror":"https://ror.org/01k97gp34","country_code":"DE","type":"education","lineage":["https://openalex.org/I200332995"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Katja Ickstadt","raw_affiliation_strings":["Mathematical Statistics and Biometric Applications, TU Dortmund University, 44221, Dortmund, Germany"],"affiliations":[{"raw_affiliation_string":"Mathematical Statistics and Biometric Applications, TU Dortmund University, 44221, Dortmund, Germany","institution_ids":["https://openalex.org/I200332995"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5049242420"],"corresponding_institution_ids":["https://openalex.org/I200332995"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":{"value":2390,"currency":"EUR","value_usd":2990},"fwci":6.1896,"has_fulltext":true,"cited_by_count":88,"citation_normalized_percentile":{"value":0.97069617,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"6","issue":"3","first_page":"189","last_page":"194"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9722999930381775,"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/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9722999930381775,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9700000286102295,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9699000120162964,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6049307584762573},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5872807502746582},{"id":"https://openalex.org/keywords/premise","display_name":"Premise","score":0.5597561001777649},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5336205959320068},{"id":"https://openalex.org/keywords/external-data-representation","display_name":"External Data Representation","score":0.44795361161231995},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.4150792062282562},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4049023985862732},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19875124096870422},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1897306740283966},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.1104271411895752}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6049307584762573},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5872807502746582},{"id":"https://openalex.org/C2778023277","wikidata":"https://www.wikidata.org/wiki/Q321703","display_name":"Premise","level":2,"score":0.5597561001777649},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5336205959320068},{"id":"https://openalex.org/C116409475","wikidata":"https://www.wikidata.org/wiki/Q1385056","display_name":"External Data Representation","level":2,"score":0.44795361161231995},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.4150792062282562},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4049023985862732},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19875124096870422},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1897306740283966},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.1104271411895752},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s41060-018-0102-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s41060-018-0102-5","pdf_url":"https://link.springer.com/content/pdf/10.1007%2Fs41060-018-0102-5.pdf","source":{"id":"https://openalex.org/S4210195017","display_name":"International Journal of Data Science and Analytics","issn_l":"2364-415X","issn":["2364-415X","2364-4168"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Data Science and Analytics","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s41060-018-0102-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s41060-018-0102-5","pdf_url":"https://link.springer.com/content/pdf/10.1007%2Fs41060-018-0102-5.pdf","source":{"id":"https://openalex.org/S4210195017","display_name":"International Journal of Data Science and Analytics","issn_l":"2364-415X","issn":["2364-415X","2364-4168"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Data Science and Analytics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2793345127.pdf","grobid_xml":"https://content.openalex.org/works/W2793345127.grobid-xml"},"referenced_works_count":52,"referenced_works":["https://openalex.org/W340056678","https://openalex.org/W572368116","https://openalex.org/W604429516","https://openalex.org/W605692607","https://openalex.org/W633894599","https://openalex.org/W1187335281","https://openalex.org/W1511986666","https://openalex.org/W1523985187","https://openalex.org/W1528251861","https://openalex.org/W1544178588","https://openalex.org/W1544274373","https://openalex.org/W1548006809","https://openalex.org/W1601529450","https://openalex.org/W1912651532","https://openalex.org/W1967004441","https://openalex.org/W1972677429","https://openalex.org/W1986050428","https://openalex.org/W2031585418","https://openalex.org/W2051927780","https://openalex.org/W2080253819","https://openalex.org/W2082459458","https://openalex.org/W2083542829","https://openalex.org/W2111398382","https://openalex.org/W2116780995","https://openalex.org/W2152435742","https://openalex.org/W2159080219","https://openalex.org/W2160553952","https://openalex.org/W2169370587","https://openalex.org/W2234763457","https://openalex.org/W2319794630","https://openalex.org/W2482907670","https://openalex.org/W2498595952","https://openalex.org/W2521335218","https://openalex.org/W2557007068","https://openalex.org/W2561675875","https://openalex.org/W2600017962","https://openalex.org/W2724111113","https://openalex.org/W2921430350","https://openalex.org/W2947626232","https://openalex.org/W2998778915","https://openalex.org/W3020913839","https://openalex.org/W3021601205","https://openalex.org/W3021971632","https://openalex.org/W3101466063","https://openalex.org/W3104305579","https://openalex.org/W3123267262","https://openalex.org/W4205685297","https://openalex.org/W4229930971","https://openalex.org/W4247571494","https://openalex.org/W4255927912","https://openalex.org/W4285719527","https://openalex.org/W4300186150"],"related_works":["https://openalex.org/W2917844847","https://openalex.org/W1996424742","https://openalex.org/W2036757537","https://openalex.org/W4556600","https://openalex.org/W2759085743","https://openalex.org/W4238546310","https://openalex.org/W4282930045","https://openalex.org/W2096451653","https://openalex.org/W4241634354","https://openalex.org/W2021866862"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3,79],"substantiate":[4],"our":[5],"premise":[6],"that":[7],"statistics":[8,58],"is":[9],"one":[10],"of":[11,50,57],"the":[12,33,55],"most":[13,34],"important":[14,35],"disciplines":[15],"to":[16,21,26,37],"provide":[17],"tools":[18],"and":[19,25,32,39,53,65,71,74,76],"methods":[20],"find":[22],"structure":[23],"in":[24],"give":[27,43],"deeper":[28],"insight":[29],"into":[30],"data,":[31],"discipline":[36],"analyze":[38],"quantify":[40],"uncertainty.":[41],"We":[42],"an":[44],"overview":[45],"over":[46],"different":[47],"proposed":[48],"structures":[49],"Data":[51],"Science":[52],"address":[54],"impact":[56],"on":[59],"such":[60],"steps":[61],"as":[62],"data":[63,67,69],"acquisition":[64],"enrichment,":[66],"exploration,":[68],"analysis":[70],"modeling,":[72],"validation":[73],"representation":[75],"reporting.":[77],"Also,":[78],"indicate":[80],"fallacies":[81],"when":[82],"neglecting":[83],"statistical":[84],"reasoning.":[85]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":22},{"year":2021,"cited_by_count":16},{"year":2020,"cited_by_count":11},{"year":2019,"cited_by_count":11}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
