{"id":"https://openalex.org/W2108525275","doi":"https://doi.org/10.3233/mas-150323","title":"Point optimal testing: A survey of the post 1987 literature","display_name":"Point optimal testing: A survey of the post 1987 literature","publication_year":2015,"publication_date":"2015-07-20","ids":{"openalex":"https://openalex.org/W2108525275","doi":"https://doi.org/10.3233/mas-150323","mag":"2108525275"},"language":"en","primary_location":{"id":"doi:10.3233/mas-150323","is_oa":false,"landing_page_url":"https://doi.org/10.3233/mas-150323","pdf_url":null,"source":{"id":"https://openalex.org/S2765066696","display_name":"Model Assisted Statistics and Applications","issn_l":"1574-1699","issn":["1574-1699","1875-9068"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Model Assisted Statistics and Applications","raw_type":"journal-article"},"type":"article","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/A5031882088","display_name":"Maxwell L. King","orcid":null},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Maxwell L. King","raw_affiliation_strings":["Department of Econometrics and Business Statistics, Monash University, Victoria, Australia"],"affiliations":[{"raw_affiliation_string":"Department of Econometrics and Business Statistics, Monash University, Victoria, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043585729","display_name":"Sivagowry Sriananthakumar","orcid":"https://orcid.org/0000-0002-1763-761X"},"institutions":[{"id":"https://openalex.org/I82951845","display_name":"RMIT University","ror":"https://ror.org/04ttjf776","country_code":"AU","type":"education","lineage":["https://openalex.org/I82951845"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Sivagowry Sriananthakumar","raw_affiliation_strings":["School of Economics, Finance and Marketing, RMIT University, Melbourne, Australia"],"affiliations":[{"raw_affiliation_string":"School of Economics, Finance and Marketing, RMIT University, Melbourne, Australia","institution_ids":["https://openalex.org/I82951845"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5031882088"],"corresponding_institution_ids":["https://openalex.org/I56590836"],"apc_list":null,"apc_paid":null,"fwci":1.0331,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.79098932,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"10","issue":"3","first_page":"179","last_page":"196"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10136","display_name":"Statistical Methods and Inference","score":0.988099992275238,"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/T10136","display_name":"Statistical Methods and Inference","score":0.988099992275238,"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/T10928","display_name":"Probabilistic and Robust Engineering Design","score":0.979200005531311,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"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":0.9767000079154968,"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/nuisance-parameter","display_name":"Nuisance parameter","score":0.6167322397232056},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.6028496026992798},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.5200135707855225},{"id":"https://openalex.org/keywords/null-hypothesis","display_name":"Null hypothesis","score":0.5084196925163269},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.4906655550003052},{"id":"https://openalex.org/keywords/statistical-hypothesis-testing","display_name":"Statistical hypothesis testing","score":0.4471818506717682},{"id":"https://openalex.org/keywords/null","display_name":"Null (SQL)","score":0.4376028776168823},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.41106632351875305},{"id":"https://openalex.org/keywords/invariant","display_name":"Invariant (physics)","score":0.4103074073791504},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.3915756642818451},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3777381479740143},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.37585166096687317},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3334648609161377},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.19144973158836365},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.10566499829292297}],"concepts":[{"id":"https://openalex.org/C194531419","wikidata":"https://www.wikidata.org/wiki/Q17104825","display_name":"Nuisance parameter","level":3,"score":0.6167322397232056},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.6028496026992798},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.5200135707855225},{"id":"https://openalex.org/C191988596","wikidata":"https://www.wikidata.org/wiki/Q628374","display_name":"Null hypothesis","level":2,"score":0.5084196925163269},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.4906655550003052},{"id":"https://openalex.org/C87007009","wikidata":"https://www.wikidata.org/wiki/Q210832","display_name":"Statistical hypothesis testing","level":2,"score":0.4471818506717682},{"id":"https://openalex.org/C203763787","wikidata":"https://www.wikidata.org/wiki/Q371029","display_name":"Null (SQL)","level":2,"score":0.4376028776168823},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.41106632351875305},{"id":"https://openalex.org/C190470478","wikidata":"https://www.wikidata.org/wiki/Q2370229","display_name":"Invariant (physics)","level":2,"score":0.4103074073791504},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3915756642818451},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3777381479740143},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.37585166096687317},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3334648609161377},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.19144973158836365},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.10566499829292297},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.0},{"id":"https://openalex.org/C37914503","wikidata":"https://www.wikidata.org/wiki/Q156495","display_name":"Mathematical physics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3233/mas-150323","is_oa":false,"landing_page_url":"https://doi.org/10.3233/mas-150323","pdf_url":null,"source":{"id":"https://openalex.org/S2765066696","display_name":"Model Assisted Statistics and Applications","issn_l":"1574-1699","issn":["1574-1699","1875-9068"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Model Assisted Statistics and Applications","raw_type":"journal-article"},{"id":"pmh:oai:alma.61RMIT_INST:11247882350001341","is_oa":false,"landing_page_url":"http://doi.org/10.3233/MAS-150323","pdf_url":null,"source":{"id":"https://openalex.org/S4306402074","display_name":"RMIT Research Repository (RMIT University Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I82951845","host_organization_name":"RMIT University","host_organization_lineage":["https://openalex.org/I82951845"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":138,"referenced_works":["https://openalex.org/W132604502","https://openalex.org/W228672351","https://openalex.org/W603078457","https://openalex.org/W1052556267","https://openalex.org/W1495382566","https://openalex.org/W1497562127","https://openalex.org/W1514249635","https://openalex.org/W1517529042","https://openalex.org/W1543495496","https://openalex.org/W1549114190","https://openalex.org/W1578501327","https://openalex.org/W1595447381","https://openalex.org/W1662250277","https://openalex.org/W1742937626","https://openalex.org/W1861937314","https://openalex.org/W1866415339","https://openalex.org/W1899180799","https://openalex.org/W1963640938","https://openalex.org/W1967584540","https://openalex.org/W1968138062","https://openalex.org/W1968973014","https://openalex.org/W1974608936","https://openalex.org/W1975153388","https://openalex.org/W1975994995","https://openalex.org/W1977576551","https://openalex.org/W1983343977","https://openalex.org/W1985413685","https://openalex.org/W1987268408","https://openalex.org/W1987803270","https://openalex.org/W1988114239","https://openalex.org/W1988420832","https://openalex.org/W1989798412","https://openalex.org/W1990837693","https://openalex.org/W1992196422","https://openalex.org/W1992914617","https://openalex.org/W1994582107","https://openalex.org/W2001432678","https://openalex.org/W2001819536","https://openalex.org/W2004378206","https://openalex.org/W2004391227","https://openalex.org/W2007916409","https://openalex.org/W2012740534","https://openalex.org/W2015730907","https://openalex.org/W2016526537","https://openalex.org/W2016960919","https://openalex.org/W2017493324","https://openalex.org/W2018824412","https://openalex.org/W2019549917","https://openalex.org/W2021695593","https://openalex.org/W2024395403","https://openalex.org/W2024853653","https://openalex.org/W2030372665","https://openalex.org/W2031239288","https://openalex.org/W2033537475","https://openalex.org/W2034217417","https://openalex.org/W2034286278","https://openalex.org/W2034537256","https://openalex.org/W2034917996","https://openalex.org/W2035165524","https://openalex.org/W2035731005","https://openalex.org/W2036009332","https://openalex.org/W2038329979","https://openalex.org/W2038454137","https://openalex.org/W2039224736","https://openalex.org/W2039712062","https://openalex.org/W2041002871","https://openalex.org/W2045007776","https://openalex.org/W2045638068","https://openalex.org/W2047931364","https://openalex.org/W2048871344","https://openalex.org/W2050080729","https://openalex.org/W2051829287","https://openalex.org/W2055755757","https://openalex.org/W2056985985","https://openalex.org/W2061131487","https://openalex.org/W2062371084","https://openalex.org/W2062881961","https://openalex.org/W2063048967","https://openalex.org/W2066808601","https://openalex.org/W2068995143","https://openalex.org/W2069931199","https://openalex.org/W2073889917","https://openalex.org/W2075621793","https://openalex.org/W2080067384","https://openalex.org/W2080176579","https://openalex.org/W2081733469","https://openalex.org/W2082179546","https://openalex.org/W2084051314","https://openalex.org/W2085215356","https://openalex.org/W2085516189","https://openalex.org/W2087582219","https://openalex.org/W2087783508","https://openalex.org/W2089454283","https://openalex.org/W2090480025","https://openalex.org/W2090840620","https://openalex.org/W2094401071","https://openalex.org/W2104267426","https://openalex.org/W2110388651","https://openalex.org/W2110564849","https://openalex.org/W2114151348","https://openalex.org/W2114574047","https://openalex.org/W2117258903","https://openalex.org/W2117821068","https://openalex.org/W2121698904","https://openalex.org/W2121883520","https://openalex.org/W2122542714","https://openalex.org/W2124752304","https://openalex.org/W2128444619","https://openalex.org/W2133736153","https://openalex.org/W2146335013","https://openalex.org/W2146935777","https://openalex.org/W2152487738","https://openalex.org/W2153190668","https://openalex.org/W2155554182","https://openalex.org/W2157350782","https://openalex.org/W2158296060","https://openalex.org/W2159581514","https://openalex.org/W2161140429","https://openalex.org/W2165141588","https://openalex.org/W2168558419","https://openalex.org/W2169107902","https://openalex.org/W2169709139","https://openalex.org/W2170941988","https://openalex.org/W2263785007","https://openalex.org/W2288716366","https://openalex.org/W2332326490","https://openalex.org/W2493878998","https://openalex.org/W2520986509","https://openalex.org/W2785884011","https://openalex.org/W2904673549","https://openalex.org/W2905203210","https://openalex.org/W2955867965","https://openalex.org/W3022372708","https://openalex.org/W3121217699","https://openalex.org/W3121977244","https://openalex.org/W3121994487","https://openalex.org/W3122255593","https://openalex.org/W3123185352"],"related_works":["https://openalex.org/W4306992803","https://openalex.org/W4306992794","https://openalex.org/W4306992806","https://openalex.org/W2590542766","https://openalex.org/W4239137652","https://openalex.org/W4306992821","https://openalex.org/W2979681497","https://openalex.org/W2369782938","https://openalex.org/W3116655723","https://openalex.org/W3037473093"],"abstract_inverted_index":{"In":[0],"the":[1,19,35,41,131,139],"absence":[2],"of":[3,21,81,141,145],"uniformly":[4,10],"most":[5,11,28],"powerful":[6,12,29],"(UMP)":[7],"tests":[8,62,148],"or":[9],"invariant":[13],"(UMPI)":[14],"tests,":[15,25,88],"King":[16],"[80]":[17],"suggested":[18],"use":[20],"Point":[22],"Optimal":[23],"(PO)":[24],"which":[26,64],"are":[27],"at":[30],"a":[31,78,142],"chosen":[32],"point":[33,86,146],"under":[34,129],"alternative":[36,134],"hypothesis.":[37],"This":[38],"paper":[39,117],"surveys":[40],"literature":[42],"and":[43,53,71,98,110,133],"major":[44],"developments":[45],"on":[46,102,121],"p":[47,82],"oint":[48],"optimal":[49,87,147],"testing":[50,105,109],"since":[51],"1987":[52],"suggests":[54],"some":[55],"areas":[56],"for":[57,63,107,149],"future":[58],"research.":[59],"Topics":[60],"include":[61],"all":[65],"nuisance":[66,74,127],"parameters":[67,75,128],"have":[68],"been":[69],"eliminated":[70],"dealing":[72],"with":[73,119,126],"via":[76],"(i)":[77],"weighted":[79],"average":[80],"values,":[83,94],"(ii)":[84],"approximate":[85],"(iii)":[89],"plugging":[90],"in":[91],"estimated":[92],"parameter":[93],"(iv)":[95],"using":[96,103],"asymptotics":[97],"(v)":[99],"integration.":[100],"Progress":[101],"point-optimal":[104],"principles":[106],"two-sided":[108],"multi-dimensional":[111,150],"alternatives":[112],"is":[113],"also":[114],"reviewed.":[115],"The":[116],"concludes":[118],"thoughts":[120],"how":[122],"best":[123],"to":[124],"deal":[125],"both":[130],"null":[132],"hypotheses,":[135],"as":[136,138],"well":[137],"development":[140],"new":[143],"class":[144],"testing.":[151]},"counts_by_year":[{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}