{"id":"https://openalex.org/W2192051752","doi":null,"title":"A regime-switching longitudinal model of alcohol lapse-relapse","display_name":"A regime-switching longitudinal model of alcohol lapse-relapse","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W2192051752","mag":"2192051752"},"language":"en","primary_location":{"id":"pmh:oai:dare.uva.nl:openaire_cris_publications/62ff17e1-4ce1-4b47-8aa4-52633c87e705","doi":null,"is_oa":false,"landing_page_url":"https://handle.uba.uva.nl/personal/pure/en/publications/a-regimeswitching-longitudinal-model-of-alcohol-lapserelapse(62ff17e1-4ce1-4b47-8aa4-52633c87e705).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400088","display_name":"UvA-DARE (University of Amsterdam)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I887064364","host_organization_name":"University of Amsterdam","host_organization_lineage":["https://openalex.org/I887064364"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Chow, S-M, Witkiewitz, K, Grasman, R, Hutton, R S & Maisto, S A 2014, A regime-switching longitudinal model of alcohol lapse-relapse. in P C M Molenaar, R M Lerner & K M Newell (eds), Handbook of developmental systems theory & methodology. New York, pp. 397-424.","raw_type":"info:eu-repo/semantics/bookPart"},"volume":null,"type":"book-chapter","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://dare.uva.nl/personal/pure/en/publications/a-regimeswitching-longitudinal-model-of-alcohol-lapserelapse(62ff17e1-4ce1-4b47-8aa4-52633c87e705).html","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5060765720","display_name":"Sy\u2010Miin Chow","orcid":"https://orcid.org/0000-0003-1938-027X","observed_orcids":["https://orcid.org/0000-0003-1938-027X"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sy\u2010Miin Chow","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003570906","display_name":"Katie A. Witkiewitz","orcid":"https://orcid.org/0000-0002-1086-3067","observed_orcids":["https://orcid.org/0000-0002-1086-3067"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Katie Witkiewitz","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-1086-3067","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067427738","display_name":"Raoul P. P. P. Grasman","orcid":"https://orcid.org/0000-0001-7458-1272","observed_orcids":["https://orcid.org/0000-0001-7458-1272"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Raoul P. P. P. Grasman","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0001-7458-1272","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068001698","display_name":"R.S. Hutton","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"R.S. Hutton","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5012139089","display_name":"Stephen A. Maisto","orcid":"https://orcid.org/0000-0001-5470-102X","observed_orcids":["https://orcid.org/0000-0001-5470-102X"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Stephen A. Maisto","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":2.9309,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.91957229,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":87,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"397","last_page":"424"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10043","display_name":"Substance Abuse Treatment and Outcomes","score":0.9164999723434448,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10043","display_name":"Substance Abuse Treatment and Outcomes","score":0.9164999723434448,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10243","display_name":"Statistical Methods and Bayesian Inference","score":0.041999999433755875,"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/T13283","display_name":"Mental Health Research Topics","score":0.014100000262260437,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cusp-catastrophe-model","display_name":"cusp catastrophe model","score":0.875},{"id":"https://openalex.org/keywords/regime-switching-models","display_name":"regime switching","score":0.7179999947547913},{"id":"https://openalex.org/keywords/nonlinear-dynamical-systems","display_name":"nonlinear dynamical systems","score":0.7900000214576721},{"id":"https://openalex.org/keywords/zero-inflation","display_name":"excess zeros","score":0.6930000185966492},{"id":"https://openalex.org/keywords/missing-data","display_name":"missing data","score":0.5659999847412109},{"id":"https://openalex.org/keywords/measurement-noise","display_name":"measurement noise","score":0.6510000228881836},{"id":"https://openalex.org/keywords/process-noise","display_name":"process noise","score":0.7170000076293945},{"id":"https://openalex.org/keywords/combine-study","display_name":"COMBINE study","score":0.8330000042915344},{"id":"https://openalex.org/keywords/alcohol-treatment","display_name":"alcohol treatment","score":0.375},{"id":"https://openalex.org/keywords/recurrence-prediction","display_name":"recurrence prediction","score":0.5120000243186951}],"concepts":[{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.37710151076316833},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.32661911845207214}],"mesh":[],"locations_count":3,"locations":[{"id":"pmh:oai:dare.uva.nl:openaire_cris_publications/62ff17e1-4ce1-4b47-8aa4-52633c87e705","doi":null,"is_oa":false,"landing_page_url":"https://handle.uba.uva.nl/personal/pure/en/publications/a-regimeswitching-longitudinal-model-of-alcohol-lapserelapse(62ff17e1-4ce1-4b47-8aa4-52633c87e705).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400088","display_name":"UvA-DARE (University of Amsterdam)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I887064364","host_organization_name":"University of Amsterdam","host_organization_lineage":["https://openalex.org/I887064364"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Chow, S-M, Witkiewitz, K, Grasman, R, Hutton, R S & Maisto, S A 2014, A regime-switching longitudinal model of alcohol lapse-relapse. in P C M Molenaar, R M Lerner & K M Newell (eds), Handbook of developmental systems theory & methodology. New York, pp. 397-424.","raw_type":"info:eu-repo/semantics/bookPart"},{"id":"pmh:uvapub:oai:dare.uva.nl:publications/62ff17e1-4ce1-4b47-8aa4-52633c87e705","doi":null,"is_oa":true,"landing_page_url":"https://dare.uva.nl/personal/pure/en/publications/a-regimeswitching-longitudinal-model-of-alcohol-lapserelapse(62ff17e1-4ce1-4b47-8aa4-52633c87e705).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Handbook of developmental systems theory & methodology, 397 - 424","raw_type":"info:eu-repo/semantics/bookpart"},{"id":"mag:2192051752","doi":null,"is_oa":false,"landing_page_url":"https://pure.uva.nl/ws/files/2366234/157331_ChowWitkiewitzMaistoPSU.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:uvapub:oai:dare.uva.nl:publications/62ff17e1-4ce1-4b47-8aa4-52633c87e705","doi":null,"is_oa":true,"landing_page_url":"https://dare.uva.nl/personal/pure/en/publications/a-regimeswitching-longitudinal-model-of-alcohol-lapserelapse(62ff17e1-4ce1-4b47-8aa4-52633c87e705).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Handbook of developmental systems theory & methodology, 397 - 424","raw_type":"info:eu-repo/semantics/bookpart"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.5683000087738037,"display_name":"Good health and well-being"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":84,"referenced_works":["https://openalex.org/W111073404","https://openalex.org/W127725527","https://openalex.org/W589271961","https://openalex.org/W608646364","https://openalex.org/W1510026017","https://openalex.org/W1579271636","https://openalex.org/W1589326193","https://openalex.org/W1596149888","https://openalex.org/W1654204586","https://openalex.org/W1919480245","https://openalex.org/W1928755576","https://openalex.org/W1967071975","https://openalex.org/W1974859160","https://openalex.org/W1979388674","https://openalex.org/W1983203323","https://openalex.org/W1987838173","https://openalex.org/W1993423458","https://openalex.org/W1995372796","https://openalex.org/W1995781141","https://openalex.org/W1996212993","https://openalex.org/W1997777356","https://openalex.org/W1998029399","https://openalex.org/W2003224869","https://openalex.org/W2008467996","https://openalex.org/W2012858822","https://openalex.org/W2015451024","https://openalex.org/W2015881936","https://openalex.org/W2018633819","https://openalex.org/W2020784423","https://openalex.org/W2022306341","https://openalex.org/W2022314986","https://openalex.org/W2023613589","https://openalex.org/W2026171372","https://openalex.org/W2030076260","https://openalex.org/W2036720598","https://openalex.org/W2036733528","https://openalex.org/W2036744326","https://openalex.org/W2042123958","https://openalex.org/W2044758663","https://openalex.org/W2046257602","https://openalex.org/W2049633694","https://openalex.org/W2050120291","https://openalex.org/W2057964179","https://openalex.org/W2058369607","https://openalex.org/W2058815839","https://openalex.org/W2066405505","https://openalex.org/W2068120843","https://openalex.org/W2068880310","https://openalex.org/W2071548490","https://openalex.org/W2074461220","https://openalex.org/W2074680741","https://openalex.org/W2079762321","https://openalex.org/W2082397409","https://openalex.org/W2084223473","https://openalex.org/W2085888881","https://openalex.org/W2089009141","https://openalex.org/W2091527896","https://openalex.org/W2092462967","https://openalex.org/W2092536079","https://openalex.org/W2098405376","https://openalex.org/W2100403645","https://openalex.org/W2101372918","https://openalex.org/W2103463156","https://openalex.org/W2121407732","https://openalex.org/W2141394518","https://openalex.org/W2142606050","https://openalex.org/W2144308294","https://openalex.org/W2145932365","https://openalex.org/W2146177007","https://openalex.org/W2146855196","https://openalex.org/W2149458751","https://openalex.org/W2154921238","https://openalex.org/W2159011576","https://openalex.org/W2159496929","https://openalex.org/W2165983682","https://openalex.org/W2166561686","https://openalex.org/W2166698530","https://openalex.org/W2171460817","https://openalex.org/W2209391314","https://openalex.org/W2489691424","https://openalex.org/W2531686335","https://openalex.org/W2998370832","https://openalex.org/W3146166473","https://openalex.org/W3179023023"],"related_works":["https://openalex.org/W7096233566","https://openalex.org/W2036733528","https://openalex.org/W2010138742","https://openalex.org/W1510026017","https://openalex.org/W7095093901","https://openalex.org/W2109528476","https://openalex.org/W1512407373","https://openalex.org/W610836696","https://openalex.org/W2037256614","https://openalex.org/W2042123958"],"abstract_inverted_index":{"Contemporary":[0],"general":[1,40],"linear":[2,41],"models":[3,37,60,385,468,1080],"assume":[4],"that":[5,303,329,492,879,998,1041,1094],"continuous":[6,366],"changes":[7,367,376,493,1343],"in":[8,13,19,43,51,81,85,98,124,307,334,364,368,374,377,396,441,455,485,494,632,653,720,735,752,802,815,843,888,919,938,1033,1047,1059,1099,1173,1296],"the":[9,20,26,32,39,62,74,91,128,137,156,168,195,199,213,232,254,285,301,320,358,361,464,472,478,486,495,503,567,591,609,630,655,677,717,721,729,736,744,756,812,817,841,850,866,870,893,939,959,985,1006,1024,1034,1042,1050,1060,1076,1126,1133,1138,1146,1149,1158,1169,1210,1217,1249,1263,1278,1293,1318,1334,1349],"predictor":[10],"variables":[11],"result":[12,373],"proportionate":[14],"amounts":[15],"of":[16,34,57,102,108,111,130,140,149,159,194,198,249,257,265,284,287,322,360,381,477,497,535,624,658,679,731,739,746,770,840,872,886,895,961,1056,1062,1075,1078,1088,1104,1125,1145,1148,1160,1176,1179,1235,1253,1270,1280,1284,1313,1333],"(linear)":[17],"change":[18,337],"outcome":[21,379,499],"variable.":[22],"Empirical":[23],"evidence":[24],"from":[25,212,693,755,1317],"alcohol":[27,103,145,424,659,1161,1254],"treatment":[28],"literature,":[29],"however,":[30],"favors":[31],"application":[33],"nonlinear":[35,59,241,288,827],"dynamic":[36],"over":[38,1344],"model":[42,94,113,177,205,490,594,601,740,853,858,1009,1020,1035,1045,1052,1114,1141,1151,1172,1204,1219,1307],"their":[44],"ability":[45],"to":[46,72,88,166,184,293,312,343,389,565,577,607,614,628,699,715,728,743,766,783,836,864,877,946,994,1004,1018,1049,1108,1121,1153,1157,1222,1246,1291],"capture":[47,331,1267],"sudden,":[48],"discontinuous":[49,332,375],"jumps":[50,333,392],"individuals\u2019":[52,86,397],"drinking":[53,142,210,1236,1242,1315],"tendency.":[54],"One":[55,990],"example":[56],"such":[58,644,962],"is":[61,206,357,475,898,997,1038,1107,1185,1308],"cusp":[63,92,200,473,592,821,851,1007,1134,1170],"catastrophe":[64,93,201,327,384,467,474,580,593,634,710,822,852,1008,1079,1135,1171],"model,":[65,845],"used":[66,388,576,603,807,826,860,965,1003],"by":[67,470,642,690,781,1348],"Witkiewitz":[68,428],"and":[69,152,155,251,260,296,438,480,514,569,602,650,664,675,702,742,749,799,859,1240,1259,1273,1276],"Marlatt":[70],"(2004)":[71],"represent":[73,390],"complex":[75],"interplay":[76],"between":[77],"different":[78,804],"risk":[79],"factors":[80],"triggering":[82],"sudden":[83,391],"shifts":[84],"tendency":[87],"drink.":[89],"Although":[90],"has":[95,244,639,712,882,980],"been":[96,387,575,640],"promising":[97],"capturing":[99],"some":[100,193,236,283,669,891,1074,1124,1144],"aspects":[101],"use":[104,425,678,894,1162,1188],"dynamics,":[105,1163],"current":[106,144],"approaches":[107,573,950,963,987,996],"fitting":[109,1205],"variations":[110],"this":[112,686,761,873,1057,1105],"do":[114],"not":[115,921,981,1028],"address":[116],"several":[117,1092],"practical":[118],"data":[119,188,211,754,968,1128,1192,1198,1316],"analytic":[120,189,1129],"problems":[121,670],"commonly":[122,482],"seen":[123],"empirical":[125,808,1100],"data,":[126,132],"including":[127,1238],"presence":[129,1279],"incomplete":[131],"measurement":[133],"and/or":[134],"process":[135,657],"noise,":[136],"lagged":[138,1227],"effects":[139],"previous":[141],"on":[143,507,709,1248],"use,":[146,1255],"heterogeneous":[147,1268],"timing":[148,1269],"lapse-relapse":[150],"within":[151,951,1272],"across":[153,1084,1274],"subjects,":[154,1195],"large":[157,1282],"number":[158,1175,1283],"abstainers":[160,1285],"at":[161,1209,1286],"any":[162,1287],"given":[163,1288],"time\u2014commonly":[164],"referred":[165,564],"as":[167,180,316,326,531,566,595,645,792,811,1031,1117,1244,1292],"\u201czeroinflation\u201d":[169],"phenomenon.":[170],"We":[171,696,724],"propose":[172],"a":[173,266,271,304,369,511,515,596,604,621,633,691,803,820,832,844,855,883,952,1011,1054,1085,1110,1174,1232,1281,1311,1339],"mixture":[174,1111,1302],"structural":[175,1112],"equation":[176,600,1065,1113],"with":[178,672,831,966,1115,1132,1189,1193],"regime-switching":[179,1116],"an":[181,378,498,612,793,1118],"alternative":[182,613,1119],"approach":[183,606,623,674,791,1120,1265],"account":[185,1122],"for":[186,394,685,819,1123,1187],"these":[187,526,995,1180],"issues":[190,1130],"while":[191,1073],"retaining":[192],"key":[196],"features":[197,1077,1147],"model.":[202,635,823,1136],"The":[203,227,489,1102,1305],"proposed":[204,1140,1306],"illustrated":[207,1309],"using":[208,625,1301,1310],"longitudinal":[209,1190,1314],"COMBINE":[214,757,1319],"study":[215,359,687,1106,1320],"(COMBINE":[216],"Study":[217],"Research":[218],"Group,":[219],"2003).":[220,977],"REGIME-SWITCHING":[221,785,1325],"MODEL":[222,786,1326],"OF":[223,787,1327],"ALCOHOL":[224,788,1328],"LAPSE-RELAPSE":[225,789,1329],"2":[226],"Cusp":[228,1335],"Catastrophe":[229,352,1336],"Model":[230],"Over":[231],"last":[233],"few":[234,941],"decades,":[235],"researchers\u2019":[237],"initial":[238,308],"enthusiasm":[239],"toward":[240],"dynamical":[242,289,1340],"systems":[243,290,711],"gone":[245],"through":[246],"various":[247,335,579],"periods":[248],"wax":[250],"wane.":[252],"Since":[253],"pioneering":[255],"work":[256,708,719],"Poincare":[258],"(1892)":[259],"Lorenz\u2019s":[261],"(1963)":[262],"computer":[263],"simulation":[264],"\u201cchaotic\u201d":[267],"weather":[268],"system":[269,1341],"(for":[270,1053],"introduction":[272],"see":[273,1067],"Alligood,":[274],"Sauer,":[275],"&":[276,349,403,411,417,421,429,435,446,452,460,521,542,549,557,587,903,907,911,915,927,971,975],"Yorke,":[277],"1996;":[278],"Gleick,":[279],"1987;":[280],"Hilborn,":[281],"1994),":[282],"properties":[286],"have":[291,339,386,574,943,1081],"continued":[292],"intrigue":[294],"social":[295,344,487],"behavioral":[297,504],"scientists.":[298],"In":[299,524,795,890],"particular,":[300,796],"idea":[302],"small":[305],"difference":[306,809,880,896,948],"conditions":[309],"could":[310],"lead":[311],"drastically":[313],"discrepant":[314],"outcomes":[315],"time":[317,1289,1345],"progresses,":[318],"or":[319,537,780],"existence":[321],"models,":[323,328],"broadly":[324],"classified":[325],"can":[330,372,763,1199,1206],"systems\u2019":[336],"trajectories,":[338],"great":[340],"conceptual":[341],"appeal":[342,960],"scientists":[345],"(see":[346],"e.g.,":[347],"Vallacher":[348],"Nowak,":[350],"1994).":[351],"theory":[353],"(Thom,":[354],"1975,":[355],"1993)":[356],"many":[362],"ways":[363],"which":[365,956],"system\u2019s":[370],"parameters":[371,527,631,818,842],"variable":[380,500,814,954,1212],"interest.":[382],"Various":[383],"manifested,":[393],"instance,":[395],"driving":[398],"speed":[399],"(Cobb,":[400,583],"1981;":[401,519,584],"Poston":[402],"Stewart,":[404],"1978;":[405],"Zeeman,":[406],"1976),":[407],"attitude":[408],"(Wimmers,":[409],"Savelsbergh,":[410],"Kamp,":[412],"1998),":[413],"affective":[414],"states":[415],"(Allen":[416],"Carifo,":[418],"1995;":[419],"Strahan":[420],"Conger,":[422],"1999),":[423],"(Clair,":[426],"1999;":[427],"Marlatt,":[430],"2004),":[431],"paranormal":[432],"beliefs":[433],"(Lange":[434],"Houran,":[436],"2000)":[437],"human":[439],"development":[440],"discrete":[442],"stages":[443,738],"(Byrne,":[444],"Mazanov,":[445],"Gregson,":[447],"2001;":[448,973],"Preece,":[449],"1980;":[450],"Molenaar":[451,701,974],"Nesselroade,":[453],"2000,":[454],"press;":[456],"Van":[457,546,554],"der":[458,547,555,705],"Maas":[459,556],"Molenaar,":[461,558],"1992).":[462,559],"Among":[463],"seven":[465],"possible":[466],"considered":[469],"Thom,":[471],"one":[476,536],"simplest":[479],"most":[481],"applied":[483,641],"forms":[484],"sciences.":[488],"posits":[491],"values":[496],"(often":[501],"termed":[502],"parameter)":[505],"depend":[506],"two":[508,1250],"control":[509],"parameters:":[510],"splitting":[512,568],"parameter":[513,517],"normal":[516,570],"(Gilmore,":[518],"Stewart":[520],"Peregoy,":[522],"1983).":[523],"practice,":[525],"are":[528,562,697,725,1001,1027,1346],"often":[529],"expressed":[530],"linear,":[532],"fixed":[533],"functions":[534,1000,1026],"more":[538,1166,1299],"covariates":[539],"(e.g.,":[540,901,969,1014],"Cobb":[541,582],"Zacks,":[543],"1985;":[544],"Grasman,":[545],"Maas,":[548,706],"Wagenmakers,":[550],"2009;":[551],"Guastello,":[552],"1984;":[553],"Thus,":[560],"they":[561,1090],"sometimes":[563],"variables.":[571],"Several":[572],"fit":[578],"models.":[581],"Cobb,":[585],"Koppstein,":[586],"Chen,":[588],"1983)":[589],"formulated":[590],"stochastic":[597,1063],"partial":[598],"differential":[599,1064],"likelihood":[605],"estimate":[608,629,865],"parameters.":[610,868],"As":[611],"Cobb\u2019s":[615],"method,":[616],"Guastello":[617,797,847],"(1982,":[618],"1992)":[619],"presented":[620],"simpler":[622,1012,1044],"polynomial":[626,856,1015],"regression":[627,857,1016],"This":[636,978],"estimation":[637],"technique":[638],"researchers":[643,945,1221],"Hufford,":[646],"Witkiewitz,":[647],"Shields,":[648],"Kodva,":[649],"Caruso":[651],"(2003)":[652],"modeling":[654,718,986,1066,1159,1303],"relapse":[656,1271],"use.":[660],"Alexander,":[661],"Herbert,":[662],"DeShon,":[663],"Hanges":[665],"(1992)":[666],"pointed":[667],"out":[668],"associated":[671,1131],"Guastello\u2019s":[673],"suggested":[676],"Olivas":[680],"(1987)":[681],"multivariate":[682,1224],"confirmatory":[683],"Funding":[684],"was":[688],"provided":[689],"grant":[692],"NSF":[694],"(BCS-0826844).":[695],"grateful":[698,727],"Peter":[700],"Han":[703],"van":[704],"whose":[707,1342],"inspired":[713],"us":[714],"undertake":[716],"present":[722,1109],"chapter.":[723],"also":[726],"comments":[730],"R.":[732],"Shane":[733],"Hutton":[734],"early":[737],"building":[741],"help":[745],"Zhaowei":[747],"Hua":[748],"Ruixin":[750],"Guo":[751],"organizing":[753],"study.":[758],"Correspondence":[759],"concerning":[760],"article":[762],"be":[764,982,1096,1154,1200,1207],"addressed":[765],"Sy-Miin":[767],"Chow,":[768],"University":[769],"North":[771],"Carolina,":[772],"CB#3270":[773],"Davie":[774],"Hall,":[775],"Chapel":[776],"Hill,":[777],"NC":[778],"27599-3270":[779],"email":[782],"symiin@email.unc.edu.":[784],"3":[790],"alternative.":[794],"(1982)":[798,848],"Brown":[800,824],"(1995),":[801],"approach,":[805],"both":[806],"scores":[810],"dependent":[813],"estimating":[816],"(1995)":[825],"least":[828,862],"squares":[829,863],"together":[830],"Runge-Kutta":[833],"integration":[834],"procedure":[835],"obtain":[837],"iterative":[838],"estimates":[839],"whereas":[846],"reformulated":[849],"into":[854,984,1010],"ordinary":[861],"corresponding":[867],"For":[869],"purpose":[871],"chapter,":[874],"suffice":[875],"it":[876,1164,1184],"say":[878],"score":[881,897],"long":[884],"history":[885],"controversy":[887],"psychology.":[889],"cases":[892],"totally":[899],"justifiable":[900],"Nesselroade":[902,906],"Cable,":[904],"1974;":[905],"Bartsch,":[908],"1977;":[909],"Hummel-Rossi":[910],"Weinberg,":[912],"1975;":[913],"Maxwell":[914],"Howard,":[916],"1981),":[917],"but":[918],"others,":[920],"necessarily":[922],"so":[923],"(Bereiter,":[924],"1963;":[925,931,933],"Cronbach":[926],"Furby,":[928],"1970;":[929],"Harris,":[930],"Horn,":[932],"Lord,":[934],"1956).":[935],"Methodological":[936],"advances":[937],"past":[940],"decades":[942],"enabled":[944],"formulate":[947],"score-related":[949],"latent":[953,1211],"framework,":[955],"helps":[957,1266],"strengthen":[958],"when":[964,1023],"noisy":[967],"McArdle":[970],"Hamagami,":[972],"Newell,":[976],"feature":[979],"incorporated":[983],"summarized":[988],"above.":[989],"other":[991],"issue":[992,1058],"pertaining":[993],"transformation":[999,1025],"typically":[1002],"reparameterize":[1005],"form":[1013],"model)":[1017],"facilitate":[1019],"fitting.":[1021],"However,":[1022],"explicitly":[1029],"specified":[1030],"constraints":[1032],"specification,":[1036],"there":[1037],"no":[1039],"guarantee":[1040],"fitted,":[1043],"corresponds":[1046],"anyway":[1048],"original":[1051,1150],"discussion":[1055],"context":[1061],"Singer,":[1068],"1992,":[1069],"1993).":[1070],"More":[1071],"importantly,":[1072],"proven":[1082],"useful":[1083],"wide":[1086],"range":[1087,1234],"applications,":[1089],"impose":[1091],"assumptions":[1093],"may":[1095],"overly":[1097],"restrictive":[1098],"applications.":[1101],"goal":[1103],"known":[1127],"While":[1137],"new":[1139,1218,1264],"only":[1142],"retains":[1143],"thought":[1152],"particularly":[1155],"pertinent":[1156],"provides":[1165],"flexibility":[1167],"than":[1168],"ways.":[1177],"Some":[1178],"advantages":[1181],"include:":[1182],"(1)":[1183],"suited":[1186],"panel":[1191],"multiple":[1194],"(2)":[1196],"missing":[1197],"readily":[1201],"accommodated,":[1202],"(3)":[1203],"performed":[1208],"level":[1213],"if":[1214],"needed,":[1215],"(4)":[1216],"allows":[1220],"test":[1223],"extensions":[1225],"involving":[1226],"effects,":[1228],"(5)":[1229],"predictions":[1230],"encompass":[1231],"greater":[1233],"behaviors,":[1237],"light":[1239],"moderate":[1241],"levels,":[1243],"opposed":[1245],"focusing":[1247],"extreme":[1251],"modes":[1252],"namely,":[1256],"complete":[1257],"abstinence":[1258],"heavy":[1260],"drinking,":[1261],"(6)":[1262],"subjects":[1275],"(7)":[1277],"point\u2014referred":[1290],"zero-inflation":[1294],"phenomenon":[1295],"statistics\u2014is":[1297],"represented":[1298],"flexibly":[1300],"techniques.":[1304],"set":[1312],"(Anton":[1321],"et":[1322],"al.,":[1323],"2006).":[1324],"4":[1330],"Mathematical":[1331],"Background":[1332],"System":[1337],"Consider":[1338],"governed":[1347],"following":[1350],"deterministic":[1351],"equation:":[1352]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":3}],"updated_date":"2026-10-01T08:54:57.152042","created_date":"2016-06-24T00:00:00"}