{"id":"https://openalex.org/W2974736297","doi":"https://doi.org/10.15439/2019f354","title":"Maximum Simulated Likelihood: Don\u2019t Stop \u2019Til You Get Enough?","display_name":"Maximum Simulated Likelihood: Don\u2019t Stop \u2019Til You Get Enough?","publication_year":2019,"publication_date":"2019-09-20","ids":{"openalex":"https://openalex.org/W2974736297","doi":"https://doi.org/10.15439/2019f354","mag":"2974736297"},"language":"en","primary_location":{"id":"doi:10.15439/2019f354","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2019f354","pdf_url":"https://annals-csis.org/proceedings/2019/drp/pdf/354.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://annals-csis.org/proceedings/2019/drp/pdf/354.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5080939409","display_name":"Christopher Schrey","orcid":null},"institutions":[{"id":"https://openalex.org/I926574661","display_name":"Leipzig University","ror":"https://ror.org/03s7gtk40","country_code":"DE","type":"education","lineage":["https://openalex.org/I926574661"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Christopher Schrey","raw_affiliation_strings":["Leipzig University","WIG2 Institute, Leipzig"],"affiliations":[{"raw_affiliation_string":"Leipzig University","institution_ids":["https://openalex.org/I926574661"]},{"raw_affiliation_string":"WIG2 Institute, Leipzig","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035439381","display_name":"Tobias Sch\u00e4ffer","orcid":null},"institutions":[{"id":"https://openalex.org/I2801009184","display_name":"Luther University","ror":"https://ror.org/015dhy417","country_code":"KR","type":"education","lineage":["https://openalex.org/I2801009184"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Tobias Sch\u00e4ffer","raw_affiliation_strings":["WIG2 Institute, Leipzig","Martin Luther University of Halle-Wittenberg"],"affiliations":[{"raw_affiliation_string":"WIG2 Institute, Leipzig","institution_ids":[]},{"raw_affiliation_string":"Martin Luther University of Halle-Wittenberg","institution_ids":["https://openalex.org/I2801009184"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079517408","display_name":"Carsta Militzer-Horstmann","orcid":"https://orcid.org/0000-0003-4566-9755"},"institutions":[{"id":"https://openalex.org/I926574661","display_name":"Leipzig University","ror":"https://ror.org/03s7gtk40","country_code":"DE","type":"education","lineage":["https://openalex.org/I926574661"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Carsta Militzer-Horstmann","raw_affiliation_strings":["Leipzig University","WIG2 Institute, Leipzig"],"affiliations":[{"raw_affiliation_string":"Leipzig University","institution_ids":["https://openalex.org/I926574661"]},{"raw_affiliation_string":"WIG2 Institute, Leipzig","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081050169","display_name":"Nils Kossack","orcid":"https://orcid.org/0000-0002-9521-3898"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nils Kossack","raw_affiliation_strings":["WIG2 Institute, Leipzig"],"affiliations":[{"raw_affiliation_string":"WIG2 Institute, Leipzig","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5080939409"],"corresponding_institution_ids":["https://openalex.org/I926574661"],"apc_list":null,"apc_paid":null,"fwci":0.9415,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.75520833,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"19","issue":null,"first_page":"79","last_page":"82"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10243","display_name":"Statistical Methods and Bayesian Inference","score":0.9865000247955322,"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/T10243","display_name":"Statistical Methods and Bayesian Inference","score":0.9865000247955322,"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/T10136","display_name":"Statistical Methods and Inference","score":0.9807999730110168,"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/T14509","display_name":"demographic modeling and climate adaptation","score":0.9750999808311462,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5706589221954346},{"id":"https://openalex.org/keywords/maximum-likelihood","display_name":"Maximum likelihood","score":0.4640594720840454},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.24432271718978882},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2270011007785797}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5706589221954346},{"id":"https://openalex.org/C49781872","wikidata":"https://www.wikidata.org/wiki/Q1045555","display_name":"Maximum likelihood","level":2,"score":0.4640594720840454},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24432271718978882},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2270011007785797}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.15439/2019f354","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2019f354","pdf_url":"https://annals-csis.org/proceedings/2019/drp/pdf/354.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:doaj.org/article:f3598b02307249ee8a675123e47fa9e1","is_oa":true,"landing_page_url":"https://doaj.org/article/f3598b02307249ee8a675123e47fa9e1","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Annals of computer science and information systems, Vol 19, Pp 79-82 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.15439/2019f354","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2019f354","pdf_url":"https://annals-csis.org/proceedings/2019/drp/pdf/354.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2974736297.pdf","grobid_xml":"https://content.openalex.org/works/W2974736297.grobid-xml"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W1503008262","https://openalex.org/W1511395520","https://openalex.org/W1514455113","https://openalex.org/W1536890619","https://openalex.org/W1538160166","https://openalex.org/W1543688574","https://openalex.org/W1553342419","https://openalex.org/W1808176545","https://openalex.org/W1984524168","https://openalex.org/W1993349404","https://openalex.org/W2032301785","https://openalex.org/W2040385951","https://openalex.org/W2068510623","https://openalex.org/W2079059798","https://openalex.org/W2096974762","https://openalex.org/W2157937806","https://openalex.org/W2159478888","https://openalex.org/W2182212762","https://openalex.org/W2467248247","https://openalex.org/W3122901408","https://openalex.org/W3125285514","https://openalex.org/W3126088640","https://openalex.org/W3126122706","https://openalex.org/W4232948727","https://openalex.org/W4235161505"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2350741829","https://openalex.org/W2130043461","https://openalex.org/W2530322880"],"abstract_inverted_index":{"Maximum":[0],"simulated":[1,25],"likelihood":[2,26,37],"estimation":[3,27],"can":[4],"be":[5,123,137],"employed":[6,124],"in":[7],"empirical":[8],"health":[9,80],"economics,":[10],"amongst":[11],"others,":[12],"to":[13,34,65,71,107,122,136],"tackle":[14],"issues":[15],"concerning":[16],"endogenous":[17],"treatment":[18],"effects.":[19],"While":[20],"theory":[21,69],"suggests":[22,70],"that":[23,82,134],"maximum":[24,36],"is":[28,56,100],"asymptotically":[29],"consistent,":[30],"efficient":[31],"and":[32,47,51,67],"equivalent":[33],"the":[35,41],"estimator":[38],"when":[39],"both":[40],"number":[42],"of":[43,62,75,79,91,111,128],"simulation":[44],"draws":[45],"S":[46,53,64],"sample":[48],"size":[49],"N":[50],"N/":[52],"0,":[54],"there":[55],"no":[57],"guidance":[58,129],"on":[59,95],"how":[60],"large":[61],"an":[63],"choose":[66],"even":[68],"experiment.":[72],"This":[73,126],"piece":[74],"research":[76,93,132],"reviews":[77],"strategies":[78],"economists":[81],"aim":[83],"at":[84],"dealing":[85],"with":[86],"this":[87],"issue.":[88],"Most":[89],"pieces":[90],"applied":[92],"rely":[94],"experimentation":[96],"until":[97],"numerical":[98],"stability":[99],"achieved,":[101],"while":[102],"some":[103],"employ":[104],"Monte-Carlo":[105],"techniques":[106],"justify":[108],"their":[109],"choice":[110],"S.":[112],"A":[113],"more":[114],"formal":[115],"test":[116],"was":[117],"suggested,":[118],"but":[119],"seemed":[120],"not":[121],"yet.":[125],"lack":[127],"induces":[130],"a":[131],"problem":[133],"needs":[135],"properly":[138],"addressed.":[139]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}