{"id":"https://openalex.org/W1925502964","doi":"https://doi.org/10.1002/jeab.89","title":"Compositions and their application to the analysis of choice","display_name":"Compositions and their application to the analysis of choice","publication_year":2014,"publication_date":"2014-05-02","ids":{"openalex":"https://openalex.org/W1925502964","doi":"https://doi.org/10.1002/jeab.89","mag":"1925502964","pmid":"https://pubmed.ncbi.nlm.nih.gov/24788868"},"language":"en","primary_location":{"id":"doi:10.1002/jeab.89","doi":"https://doi.org/10.1002/jeab.89","is_oa":false,"landing_page_url":"https://doi.org/10.1002/jeab.89","pdf_url":null,"source":{"id":"https://openalex.org/S168850678","display_name":"Journal of the Experimental Analysis of Behavior","issn_l":"0022-5002","issn":["0022-5002","1938-3711"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-c","erih-plus","jufo-1","medline","norway-2","poland-100","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the Experimental Analysis of Behavior","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","pubmed"],"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/A5031578230","display_name":"Greg Jensen","orcid":"https://orcid.org/0000-0001-5050-4360","observed_orcids":["https://orcid.org/0000-0001-5050-4360"]},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Greg Jensen","raw_affiliation_strings":["Columbia University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Columbia University","institution_ids":["https://openalex.org/I78577930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5031578230"],"corresponding_institution_ids":["https://openalex.org/I78577930"],"apc_list":{"value":3150,"currency":"USD","value_usd":3150},"apc_paid":null,"fwci":1.5204,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.81959184,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"102","issue":"1","first_page":"1","last_page":"25"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10315","display_name":"Decision-Making and Behavioral Economics","score":0.6865000128746033,"subfield":{"id":"https://openalex.org/subfields/1800","display_name":"General Decision Sciences"},"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/T10315","display_name":"Decision-Making and Behavioral Economics","score":0.6865000128746033,"subfield":{"id":"https://openalex.org/subfields/1800","display_name":"General Decision Sciences"},"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/T10826","display_name":"Behavioral and Psychological Studies","score":0.22010000050067902,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10042","display_name":"Neural and Behavioral Psychology Studies","score":0.02019999921321869,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/generalized-matching-law","display_name":"generalized matching law","score":0.824999988079071},{"id":"https://openalex.org/keywords/concurrent-schedules-of-reinforcement","display_name":"concurrent schedules of reinforcement","score":0.9070000052452087},{"id":"https://openalex.org/keywords/compositional-analysis","display_name":"compositional analysis","score":0.8140000104904175},{"id":"https://openalex.org/keywords/closure-constraints","display_name":"closure constraints","score":0.7379999756813049},{"id":"https://openalex.org/keywords/scale-invariance","display_name":"scale invariance","score":0.8019999861717224},{"id":"https://openalex.org/keywords/parameter-estimation","display_name":"parameter estimation","score":0.3959999978542328}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5753911137580872},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4024203419685364},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.38946038484573364},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3650147318840027},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.36183565855026245},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3372446894645691}],"mesh":[{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002755","descriptor_name":"Choice Behavior","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D002755","descriptor_name":"Choice Behavior","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D002755","descriptor_name":"Choice Behavior","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003216","descriptor_name":"Conditioning, Operant","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003216","descriptor_name":"Conditioning, Operant","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003216","descriptor_name":"Conditioning, Operant","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008433","descriptor_name":"Mathematics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008433","descriptor_name":"Mathematics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008433","descriptor_name":"Mathematics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008960","descriptor_name":"Models, Psychological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008960","descriptor_name":"Models, Psychological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008960","descriptor_name":"Models, Psychological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D011336","descriptor_name":"Probability","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011336","descriptor_name":"Probability","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011336","descriptor_name":"Probability","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012054","descriptor_name":"Reinforcement, Psychology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012054","descriptor_name":"Reinforcement, Psychology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012054","descriptor_name":"Reinforcement, Psychology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017207","descriptor_name":"Rats, Sprague-Dawley","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017207","descriptor_name":"Rats, Sprague-Dawley","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017207","descriptor_name":"Rats, Sprague-Dawley","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1002/jeab.89","doi":"https://doi.org/10.1002/jeab.89","is_oa":false,"landing_page_url":"https://doi.org/10.1002/jeab.89","pdf_url":null,"source":{"id":"https://openalex.org/S168850678","display_name":"Journal of the Experimental Analysis of Behavior","issn_l":"0022-5002","issn":["0022-5002","1938-3711"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-c","erih-plus","jufo-1","medline","norway-2","poland-100","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the Experimental Analysis of Behavior","raw_type":"journal-article"},{"id":"pmid:24788868","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/24788868","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the experimental analysis of behavior","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[],"sustainable_development_goals_aurora":[{"display_name":"Reduced inequalities","score":0.6200000047683716,"id":"https://metadata.un.org/sdg/10"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G7476553765","display_name":"Timing & Associative Learning","funder_award_id":"R01MH068073","funder_id":"https://openalex.org/F4320337346","funder_display_name":"National Institute of Mental Health"}],"funders":[{"id":"https://openalex.org/F4320337346","display_name":"National Institute of Mental Health","ror":"https://ror.org/04xeg9z08"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":73,"referenced_works":["https://openalex.org/W87029648","https://openalex.org/W136491906","https://openalex.org/W571770348","https://openalex.org/W605413291","https://openalex.org/W947945372","https://openalex.org/W1509138025","https://openalex.org/W1596150390","https://openalex.org/W1887460322","https://openalex.org/W1971089022","https://openalex.org/W1972778617","https://openalex.org/W1980204698","https://openalex.org/W1980355337","https://openalex.org/W1981878179","https://openalex.org/W1986655557","https://openalex.org/W1987008223","https://openalex.org/W1989912711","https://openalex.org/W1995181543","https://openalex.org/W1996912548","https://openalex.org/W2001643038","https://openalex.org/W2003697726","https://openalex.org/W2010526028","https://openalex.org/W2023345787","https://openalex.org/W2029654180","https://openalex.org/W2029763864","https://openalex.org/W2032037851","https://openalex.org/W2034422325","https://openalex.org/W2039726619","https://openalex.org/W2044669108","https://openalex.org/W2050586054","https://openalex.org/W2057609489","https://openalex.org/W2058737490","https://openalex.org/W2063888392","https://openalex.org/W2064851486","https://openalex.org/W2076575878","https://openalex.org/W2077949566","https://openalex.org/W2078112764","https://openalex.org/W2079369777","https://openalex.org/W2081786301","https://openalex.org/W2082430497","https://openalex.org/W2082461441","https://openalex.org/W2083122091","https://openalex.org/W2089031496","https://openalex.org/W2095406392","https://openalex.org/W2096211278","https://openalex.org/W2098756964","https://openalex.org/W2099774691","https://openalex.org/W2112698447","https://openalex.org/W2119169789","https://openalex.org/W2121415248","https://openalex.org/W2121904373","https://openalex.org/W2129905273","https://openalex.org/W2139420917","https://openalex.org/W2144258461","https://openalex.org/W2148694408","https://openalex.org/W2153796345","https://openalex.org/W2155203896","https://openalex.org/W2166325326","https://openalex.org/W2167662727","https://openalex.org/W2324490163","https://openalex.org/W2332555912","https://openalex.org/W2799002609","https://openalex.org/W2801292233","https://openalex.org/W3033414884","https://openalex.org/W3121859087","https://openalex.org/W3122109246","https://openalex.org/W3126588943","https://openalex.org/W3142743920","https://openalex.org/W3163769847","https://openalex.org/W4230212260","https://openalex.org/W4238922025","https://openalex.org/W4246696576","https://openalex.org/W4252684946","https://openalex.org/W4299542564"],"related_works":["https://openalex.org/W2112157501","https://openalex.org/W2618010437","https://openalex.org/W2023345787","https://openalex.org/W1980204698","https://openalex.org/W2121415248","https://openalex.org/W30224513","https://openalex.org/W1522325041","https://openalex.org/W2081786301","https://openalex.org/W2015964419","https://openalex.org/W1254603015"],"abstract_inverted_index":{"Descriptions":[0],"of":[1,4,10,35,50,62,71,102,114,121,130,136,140],"steady-state":[2],"patterns":[3],"choice":[5,115,122,147],"allocation":[6],"under":[7],"concurrent":[8],"schedules":[9,139],"reinforcement":[11],"have":[12,39],"long":[13],"relied":[14],"on":[15],"the":[16,88,118,153],"\"generalized":[17],"matching":[18,51,170],"law\"":[19],"(Baum,":[20],"1974),":[21],"a":[22,27,33,69,76,79,91],"log-odds":[23],"power":[24],"function.":[25],"Although":[26],"powerful":[28],"model":[29,103],"in":[30,43,60],"some":[31],"contexts,":[32],"series":[34],"conflicting":[36],"empirical":[37],"results":[38],"cast":[40],"its":[41],"generality":[42],"doubt.":[44],"The":[45],"relevance":[46,49],"and":[47,82,133,175],"analytic":[48],"models":[52],"can":[53,105,126,149],"be":[54,106,150],"greatly":[55],"expanded":[56],"by":[57],"considering":[58],"them":[59],"terms":[61],"compositions":[63],"(Aitchison,":[64],"1986).":[65],"A":[66],"composition":[67],"encodes":[68],"set":[70],"ratios":[72],"(e.g.,":[73],"5:3:2)":[74],"as":[75],"vector":[77],"with":[78],"constant":[80],"sum,":[81],"this":[83,97],"constraint":[84],"(called":[85],"closure)":[86],"restricts":[87],"data":[89,148,156,166],"to":[90,108,144],"nonstandard":[92],"sample":[93,98],"space.":[94],"By":[95],"exploiting":[96],"space,":[99],"unbiased":[100],"estimates":[101],"parameters":[104],"obtained":[107],"predict":[109],"behavior":[110,171],"given":[111,172],"any":[112],"number":[113],"alternatives.":[116,178],"Additionally,":[117,164],"compositional":[119,154],"analysis":[120],"provides":[123],"tools":[124],"that":[125],"accommodate":[127],"both":[128],"violations":[129],"scale":[131],"invariance":[132],"unequal":[134],"discriminability":[135],"stimuli":[137],"signaling":[138],"reinforcement.":[141],"In":[142],"order":[143],"demonstrate":[145],"how":[146],"analyzed":[151],"using":[152],"approach,":[155],"from":[157],"three":[158],"previously":[159],"published":[160],"studies":[161],"are":[162],"reanalyzed.":[163],"new":[165],"is":[167],"reported":[168],"comparing":[169],"four,":[173],"six,":[174],"eight":[176],"response":[177]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":1}],"updated_date":"2026-10-28T10:33:24.094632","created_date":"2016-06-24T00:00:00"}