{"id":"https://openalex.org/W619790032","doi":"https://doi.org/10.4324/9780203809532","title":"An Introduction to Applied Multivariate Analysis","display_name":"An Introduction to Applied Multivariate Analysis","publication_year":2008,"publication_date":"2008-03-10","ids":{"openalex":"https://openalex.org/W619790032","doi":"https://doi.org/10.4324/9780203809532","mag":"619790032"},"language":"en","primary_location":{"id":"doi:10.4324/9780203809532","doi":"https://doi.org/10.4324/9780203809532","is_oa":false,"landing_page_url":"https://doi.org/10.4324/9780203809532","pdf_url":null,"source":{"id":"https://openalex.org/S4306463855","display_name":"Routledge eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310319847","host_organization_name":"Routledge","host_organization_lineage":["https://openalex.org/P4310319847","https://openalex.org/P4310320547"],"host_organization_lineage_names":["Routledge","Taylor & Francis"],"type":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"book"},"volume":null,"type":"book","is_traditional":true,"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/A5074675376","display_name":"Tenko Raykov","orcid":"https://orcid.org/0000-0002-8911-5116","observed_orcids":["https://orcid.org/0000-0002-8911-5116"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tenko Raykov","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5026840660","display_name":"George A. Marcoulides","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"George A. Marcoulides","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.3089,"has_fulltext":false,"cited_by_count":731,"citation_normalized_percentile":{"value":0.92144374,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13141","display_name":"Statistical Methods and Applications","score":0.9965999722480774,"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":0.9965999722480774,"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/T10467","display_name":"Psychometric Methodologies and Testing","score":0.0019000000320374966,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11871","display_name":"Advanced Statistical Methods and Models","score":0.00039999998989515007,"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/multivariate-analysis","display_name":"multivariate analysis","score":0.9390000104904175},{"id":"https://openalex.org/keywords/multivariate-techniques","display_name":"multivariate techniques","score":0.9409999847412109},{"id":"https://openalex.org/keywords/behavioral-science","display_name":"behavioral science","score":0.847000002861023},{"id":"https://openalex.org/keywords/social-sciences","display_name":"social sciences","score":0.9959999918937683},{"id":"https://openalex.org/keywords/educational-sciences","display_name":"educational sciences","score":0.9039999842643738},{"id":"https://openalex.org/keywords/statistical-analysis","display_name":"statistical analysis","score":0.49799999594688416}],"concepts":[{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.7833384871482849},{"id":"https://openalex.org/C38180746","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate analysis","level":2,"score":0.7458400726318359},{"id":"https://openalex.org/C192424360","wikidata":"https://www.wikidata.org/wiki/Q929408","display_name":"Multivariate analysis of variance","level":2,"score":0.7334643602371216},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.7263987064361572},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.5983167886734009},{"id":"https://openalex.org/C153874254","wikidata":"https://www.wikidata.org/wiki/Q115542","display_name":"Canonical correlation","level":2,"score":0.5654208064079285},{"id":"https://openalex.org/C41771347","wikidata":"https://www.wikidata.org/wiki/Q1228929","display_name":"Discriminant function analysis","level":2,"score":0.5159762501716614},{"id":"https://openalex.org/C148298330","wikidata":"https://www.wikidata.org/wiki/Q1784754","display_name":"Correspondence analysis","level":2,"score":0.510646641254425},{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.4918215274810791},{"id":"https://openalex.org/C165957694","wikidata":"https://www.wikidata.org/wiki/Q5421350","display_name":"Exploratory factor analysis","level":3,"score":0.48817163705825806},{"id":"https://openalex.org/C69738355","wikidata":"https://www.wikidata.org/wiki/Q1228929","display_name":"Linear discriminant analysis","level":2,"score":0.4752747118473053},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.46778997778892517},{"id":"https://openalex.org/C40722632","wikidata":"https://www.wikidata.org/wiki/Q5160137","display_name":"Confirmatory factor analysis","level":3,"score":0.4582293629646301},{"id":"https://openalex.org/C3018260909","wikidata":"https://www.wikidata.org/wiki/Q1322871","display_name":"Exploratory analysis","level":2,"score":0.4324219226837158},{"id":"https://openalex.org/C185142706","wikidata":"https://www.wikidata.org/wiki/Q1134404","display_name":"Covariance matrix","level":2,"score":0.4236585199832916},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.21659046411514282},{"id":"https://openalex.org/C171606756","wikidata":"https://www.wikidata.org/wiki/Q506132","display_name":"Psychometrics","level":2,"score":0.0744657814502716},{"id":"https://openalex.org/C71104824","wikidata":"https://www.wikidata.org/wiki/Q1476639","display_name":"Structural equation modeling","level":2,"score":0.06348937749862671},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.05782225728034973}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.4324/9780203809532","doi":"https://doi.org/10.4324/9780203809532","is_oa":false,"landing_page_url":"https://doi.org/10.4324/9780203809532","pdf_url":null,"source":{"id":"https://openalex.org/S4306463855","display_name":"Routledge eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310319847","host_organization_name":"Routledge","host_organization_lineage":["https://openalex.org/P4310319847","https://openalex.org/P4310320547"],"host_organization_lineage_names":["Routledge","Taylor & Francis"],"type":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"book"},{"id":"pmh:oai:aleph.bib-bvb.de:BVB01-016593280","doi":null,"is_oa":false,"landing_page_url":"http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=016593280&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"pmh:oai:cds.cern.ch:1487293","doi":null,"is_oa":false,"landing_page_url":"http://cds.cern.ch/record/1487293","pdf_url":null,"source":{"id":"https://openalex.org/S4306402195","display_name":"CERN Document Server (European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":null},{"id":"mag:619790032","doi":null,"is_oa":false,"landing_page_url":"http://ci.nii.ac.jp/ncid/BA87598419","pdf_url":null,"source":{"id":"https://openalex.org/S4306463855","display_name":"Routledge eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310319847","host_organization_name":"Routledge","host_organization_lineage":["https://openalex.org/P4310319847","https://openalex.org/P4310320547"],"host_organization_lineage_names":["Routledge","Taylor & Francis"],"type":"ebook platform"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Routledge eBooks","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4229583648","https://openalex.org/W4300625937","https://openalex.org/W654213601","https://openalex.org/W610371071","https://openalex.org/W4382405860","https://openalex.org/W7058406659","https://openalex.org/W7011649382","https://openalex.org/W1495297318","https://openalex.org/W7209003215","https://openalex.org/W7048889041"],"abstract_inverted_index":{"This":[0],"comprehensive":[1],"text":[2],"introduces":[3],"readers":[4,22],"to":[5,38],"the":[6,20,39],"most":[7,36],"commonly":[8],"used":[9],"multivariate":[10],"techniques":[11],"at":[12],"an":[13],"introductory,":[14],"non-technical":[15],"level.":[16],"By":[17],"focusing":[18],"on":[19,32],"fundamentals,":[21],"are":[23,35],"better":[24],"prepared":[25],"for":[26],"more":[27],"advanced":[28],"applied":[29],"pursuits,":[30],"particularly":[31],"topics":[33],"that":[34],"critical":[37],"behavioral,":[40],"social,":[41],"and":[42],"educational":[43],"sciences.":[44],"Analogies":[45],"betwe":[46]},"counts_by_year":[{"year":2026,"cited_by_count":35},{"year":2025,"cited_by_count":60},{"year":2024,"cited_by_count":50},{"year":2023,"cited_by_count":52},{"year":2022,"cited_by_count":57},{"year":2021,"cited_by_count":50},{"year":2020,"cited_by_count":50},{"year":2019,"cited_by_count":57},{"year":2018,"cited_by_count":34},{"year":2017,"cited_by_count":39},{"year":2016,"cited_by_count":42},{"year":2015,"cited_by_count":52},{"year":2014,"cited_by_count":37},{"year":2013,"cited_by_count":51},{"year":2012,"cited_by_count":19}],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2016-06-24T00:00:00"}