{"id":"https://openalex.org/W1923722","doi":"https://doi.org/10.1093/oso/9780199296590.001.0001","title":"Optimum Experimental Designs, with SAS","display_name":"Optimum Experimental Designs, with SAS","publication_year":2007,"publication_date":"2007-05-24","ids":{"openalex":"https://openalex.org/W1923722","doi":"https://doi.org/10.1093/oso/9780199296590.001.0001","mag":"1923722"},"language":"en","primary_location":{"id":"doi:10.1093/oso/9780199296590.001.0001","doi":"https://doi.org/10.1093/oso/9780199296590.001.0001","is_oa":false,"landing_page_url":"https://doi.org/10.1093/oso/9780199296590.001.0001","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"edited-book"},"volume":null,"type":"book","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/A5015154091","display_name":"Anthony C. Atkinson","orcid":"https://orcid.org/0000-0001-7937-9225","observed_orcids":["https://orcid.org/0000-0001-7937-9225"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"A C Atkinson","raw_affiliation_strings":["Statistics"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Statistics","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079783344","display_name":"Alexander N. Donev","orcid":"https://orcid.org/0000-0002-8809-1888","observed_orcids":["https://orcid.org/0000-0002-8809-1888"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"A N Donev","raw_affiliation_strings":["Statistics"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Statistics","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110307854","display_name":"Randall D. Tobias","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I909854389","display_name":"London School of Economics and Political Science","ror":"https://ror.org/0090zs177","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I909854389"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"R D Tobias","raw_affiliation_strings":["London School of Economics, AstraZeneca, SAS Institute Inc"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"London School of Economics, AstraZeneca, SAS Institute Inc","institution_ids":["https://openalex.org/I909854389"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":13.9859,"has_fulltext":false,"cited_by_count":1268,"citation_normalized_percentile":{"value":0.9828125,"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/T11798","display_name":"Optimal Experimental Design Methods","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11798","display_name":"Optimal Experimental Design Methods","score":1.0,"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/T13820","display_name":"SAS software applications and methods","score":0.0,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13487","display_name":"Statistical and numerical algorithms","score":0.0,"subfield":{"id":"https://openalex.org/subfields/2604","display_name":"Applied Mathematics"},"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/optimal-design","display_name":"optimal design","score":0.925000011920929},{"id":"https://openalex.org/keywords/sas-software","display_name":"SAS software","score":0.8429999947547913},{"id":"https://openalex.org/keywords/least-squares-fitting","display_name":"least squares fitting","score":0.7490000128746033},{"id":"https://openalex.org/keywords/response-surface-design","display_name":"response surface design","score":0.9430000185966492},{"id":"https://openalex.org/keywords/mixture-experiments","display_name":"mixture experiments","score":0.9319999814033508},{"id":"https://openalex.org/keywords/nonlinear-models","display_name":"nonlinear models","score":0.9649999737739563},{"id":"https://openalex.org/keywords/generalized-linear-models","display_name":"generalized linear models","score":0.9990000128746033},{"id":"https://openalex.org/keywords/statistical-models","display_name":"statistical models","score":0.33399999141693115}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6267459392547607},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.5723089575767517},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.5285412669181824},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5145577788352966},{"id":"https://openalex.org/C2776639384","wikidata":"https://www.wikidata.org/wiki/Q840396","display_name":"Ideal (ethics)","level":2,"score":0.4885636270046234},{"id":"https://openalex.org/C34559072","wikidata":"https://www.wikidata.org/wiki/Q2334061","display_name":"Design of experiments","level":2,"score":0.48686474561691284},{"id":"https://openalex.org/C2777855551","wikidata":"https://www.wikidata.org/wiki/Q12310021","display_name":"Subject (documents)","level":2,"score":0.4861433207988739},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.43756037950515747},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.4092878997325897},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.327553391456604},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2176678478717804},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.20828646421432495},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1975519359111786},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.17504391074180603},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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/C161191863","wikidata":"https://www.wikidata.org/wiki/Q199655","display_name":"Library science","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1093/oso/9780199296590.001.0001","doi":"https://doi.org/10.1093/oso/9780199296590.001.0001","is_oa":false,"landing_page_url":"https://doi.org/10.1093/oso/9780199296590.001.0001","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"edited-book"},{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/d1f763d8-2245-48d6-a7da-9f5719fdc086","doi":null,"is_oa":false,"landing_page_url":"https://research.manchester.ac.uk/en/publications/d1f763d8-2245-48d6-a7da-9f5719fdc086","pdf_url":null,"source":{"id":"https://openalex.org/S4306400662","display_name":"Research Explorer (The University of Manchester)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I28407311","host_organization_name":"University of Manchester","host_organization_lineage":["https://openalex.org/I28407311"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Atkinson, A C, Donev, A N & Tobias, R D 2007, Optimum Experimental Designs, with SAS. Oxford Statistical Science Series, Oxford University Press. < http://ukcatalogue.oup.com/product/9780199296590.do?keyword=donev&sortby=bestMatches >","raw_type":"info:eu-repo/semantics/book"},{"id":"pmh:oai:eprints.maths.manchester.ac.uk.MIMS.EPrints:952","doi":null,"is_oa":false,"landing_page_url":"http://eprints.maths.manchester.ac.uk/952/1/Donev.pdf","pdf_url":"http://eprints.maths.manchester.ac.uk/952/1/Donev.pdf","source":{"id":"https://openalex.org/S4306400452","display_name":"MIMS EPrints (University of Southampton)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I43439940","host_organization_name":"University of Southampton","host_organization_lineage":["https://openalex.org/I43439940"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Book"},{"id":"pmh:oai:aleph.bib-bvb.de:BVB01-028544972","doi":null,"is_oa":false,"landing_page_url":"http://search.ebscohost.com/login.aspx?direct=true&amp;scope=site&amp;db=nlebk&amp;db=nlabk&amp;AN=201173","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"software, multimedia"},{"id":"pmh:oai:cds.cern.ch:1252861","doi":null,"is_oa":false,"landing_page_url":"http://cds.cern.ch/record/1252861","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}],"best_oa_location":null,"sustainable_development_goals":[],"sustainable_development_goals_aurora":[{"score":0.5099999904632568,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"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/W4388297306","https://openalex.org/W4388257666","https://openalex.org/W7096081027","https://openalex.org/W4242086451","https://openalex.org/W1558584411","https://openalex.org/W4402400060","https://openalex.org/W4251692722","https://openalex.org/W6941486531","https://openalex.org/W2485885326","https://openalex.org/W1584505839"],"abstract_inverted_index":{"Abstract":[0],"Experiments":[1],"on":[2],"patients,":[3],"processes":[4],"or":[5],"plants":[6],"all":[7],"have":[8],"random":[9],"error,":[10],"making":[11,32],"statistical":[12,43],"methods":[13,27],"essential":[14],"for":[15,103,132,159,163,206],"their":[16,125],"efficient":[17],"design":[18],"and":[19,26,63,68,85,111,147,162,165,188,201,208,213,216],"analysis.":[20],"This":[21],"book":[22,52,93,203],"presents":[23,76],"the":[24,36,51,54,59,82,95,104,118,133,136,173,214],"theory":[25,84,116],"of":[28,38,50,56,61,81,86,90,97,106,117,135,156,175],"optimum":[29,70],"experimental":[30,71],"design,":[31],"them":[33],"available":[34],"through":[35],"use":[37,96],"SAS":[39,98],"programs.":[40],"Little":[41],"previous":[42],"knowledge":[44],"is":[45,120,170,204],"assumed.":[46],"The":[47,73,92,114,193],"first":[48],"part":[49,75],"stresses":[53,94],"importance":[55],"models":[57],"in":[58,108,122,127,198,210],"analysis":[60],"data":[62],"introduces":[64],"least":[65],"squares":[66],"fitting":[67],"simple":[69],"designs.":[72],"second":[74],"a":[77,87,189],"more":[78,185],"detailed":[79],"discussion":[80],"general":[83],"wide":[88],"variety":[89],"experiments.":[91],"to":[99],"provide":[100],"hands-on":[101],"solutions":[102],"construction":[105,126],"designs":[107,119,158],"both":[109],"standard":[110],"non-standard":[112],"situations.":[113],"mathematical":[115],"developed":[121],"parallel":[123],"with":[124],"SAS,":[128],"so":[129],"providing":[130],"motivation":[131],"development":[134],"subject.":[137],"Many":[138],"chapters":[139,180],"cover":[140],"self-contained":[141],"topics":[142],"drawn":[143],"from":[144],"science,":[145],"engineering":[146],"pharmaceutical":[148,217],"investigations,":[149],"such":[150],"as":[151,181,183],"response":[152],"surface":[153],"designs,":[154],"blocking":[155],"experiments,":[157],"mixture":[160],"experiments":[161],"nonlinear":[164],"generalized":[166],"linear":[167],"models.":[168],"Understanding":[169],"aided":[171],"by":[172,184],"provision":[174],"\u201cSAS":[176],"tasks\u201d":[177],"after":[178],"most":[179],"well":[182],"traditional":[186],"exercises":[187],"fully":[190],"supported":[191],"website.":[192],"authors":[194],"are":[195],"leading":[196],"experts":[197],"key":[199],"fields":[200],"this":[202],"ideal":[205],"statisticians":[207],"scientists":[209],"academia,":[211],"research":[212],"process":[215],"industries.":[218]},"counts_by_year":[{"year":2026,"cited_by_count":45},{"year":2025,"cited_by_count":57},{"year":2024,"cited_by_count":56},{"year":2023,"cited_by_count":60},{"year":2022,"cited_by_count":62},{"year":2021,"cited_by_count":88},{"year":2020,"cited_by_count":75},{"year":2019,"cited_by_count":91},{"year":2018,"cited_by_count":78},{"year":2017,"cited_by_count":73},{"year":2016,"cited_by_count":75},{"year":2015,"cited_by_count":84},{"year":2014,"cited_by_count":92},{"year":2013,"cited_by_count":83},{"year":2012,"cited_by_count":77}],"updated_date":"2026-10-22T09:42:04.148104","created_date":"2016-06-24T00:00:00"}