{"id":"https://openalex.org/W2004651358","doi":"https://doi.org/10.2307/2669318","title":"Estimation and Inference via Bayesian Simulation: An Introduction to Markov Chain Monte Carlo","display_name":"Estimation and Inference via Bayesian Simulation: An Introduction to Markov Chain Monte Carlo","publication_year":2000,"publication_date":"2000-04-01","ids":{"openalex":"https://openalex.org/W2004651358","doi":"https://doi.org/10.2307/2669318","mag":"2004651358"},"language":"en","primary_location":{"id":"doi:10.2307/2669318","doi":"https://doi.org/10.2307/2669318","is_oa":false,"landing_page_url":"https://doi.org/10.2307/2669318","pdf_url":null,"source":{"id":"https://openalex.org/S90314269","display_name":"American Journal of Political Science","issn_l":"0092-5853","issn":["0092-5853","1540-5907"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a-star","anvur-class-a","anvur-scientific","cwts-core","jufo-3","norway-2","poland-200","russia-white-list-1","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":"American Journal of Political Science","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5057360766","display_name":"Simon D. Jackman","orcid":"https://orcid.org/0000-0001-7421-4034","observed_orcids":["https://orcid.org/0000-0001-7421-4034"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Simon Jackman","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5057360766"],"corresponding_institution_ids":[],"apc_list":{"value":4100,"currency":"USD","value_usd":4100},"apc_paid":null,"fwci":8.7406,"has_fulltext":false,"cited_by_count":257,"citation_normalized_percentile":{"value":0.98090466,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":100},"biblio":{"volume":"44","issue":"2","first_page":"375","last_page":"375"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12056","display_name":"Markov Chains and Monte Carlo Methods","score":0.9779999852180481,"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/T12056","display_name":"Markov Chains and Monte Carlo Methods","score":0.9779999852180481,"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/T10243","display_name":"Statistical Methods and Bayesian Inference","score":0.020999999716877937,"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/T11303","display_name":"Bayesian Modeling and Causal Inference","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/markov-chain-monte-carlo","display_name":"Markov chain Monte Carlo","score":0.9929999709129333},{"id":"https://openalex.org/keywords/bayesian-inference","display_name":"Bayesian inference","score":0.8220000267028809},{"id":"https://openalex.org/keywords/bayesian-simulation","display_name":"Bayesian simulation","score":0.6259999871253967},{"id":"https://openalex.org/keywords/statistical-estimation","display_name":"statistical estimation","score":0.6119999885559082},{"id":"https://openalex.org/keywords/posterior-sampling","display_name":"posterior sampling","score":0.46399998664855957}],"concepts":[{"id":"https://openalex.org/C111350023","wikidata":"https://www.wikidata.org/wiki/Q1191869","display_name":"Markov chain Monte Carlo","level":3,"score":0.8559516072273254},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.6082616448402405},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.5646688938140869},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5544356107711792},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.5510807037353516},{"id":"https://openalex.org/C160234255","wikidata":"https://www.wikidata.org/wiki/Q812535","display_name":"Bayesian inference","level":3,"score":0.5491381883621216},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.5282258987426758},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.5233377814292908},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.4325731694698334},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.3286729156970978},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2898457646369934},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.25569379329681396},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2452518343925476},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2337999939918518},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.1715206503868103},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.05269095301628113},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.2307/2669318","doi":"https://doi.org/10.2307/2669318","is_oa":false,"landing_page_url":"https://doi.org/10.2307/2669318","pdf_url":null,"source":{"id":"https://openalex.org/S90314269","display_name":"American Journal of Political Science","issn_l":"0092-5853","issn":["0092-5853","1540-5907"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a-star","anvur-class-a","anvur-scientific","cwts-core","jufo-3","norway-2","poland-200","russia-white-list-1","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":"American Journal of Political Science","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.323.8722","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.323.8722","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.nyu.edu/gsas/dept/politics/faculty/beck/jackman_ajps.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.974.2777","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.974.2777","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://faculty.washington.edu/jmiyamot/p548/jackmans%20intro%20mcmc.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W18553681","https://openalex.org/W1481945423","https://openalex.org/W1544945218","https://openalex.org/W1561308353","https://openalex.org/W1628017834","https://openalex.org/W1963718895","https://openalex.org/W1969133544","https://openalex.org/W1969481231","https://openalex.org/W1988361986","https://openalex.org/W1991567646","https://openalex.org/W2005295938","https://openalex.org/W2017887707","https://openalex.org/W2017899835","https://openalex.org/W2020999234","https://openalex.org/W2032113267","https://openalex.org/W2044503966","https://openalex.org/W2044758663","https://openalex.org/W2045656233","https://openalex.org/W2049633694","https://openalex.org/W2049882758","https://openalex.org/W2052441401","https://openalex.org/W2056760934","https://openalex.org/W2057565703","https://openalex.org/W2063009186","https://openalex.org/W2072041292","https://openalex.org/W2077464831","https://openalex.org/W2083875149","https://openalex.org/W2093379594","https://openalex.org/W2102862543","https://openalex.org/W2108207895","https://openalex.org/W2108306139","https://openalex.org/W2113132439","https://openalex.org/W2114220616","https://openalex.org/W2117387453","https://openalex.org/W2117853077","https://openalex.org/W2118502261","https://openalex.org/W2125996678","https://openalex.org/W2138309709","https://openalex.org/W2141532155","https://openalex.org/W2142681865","https://openalex.org/W2148534890","https://openalex.org/W2152828142","https://openalex.org/W2152977846","https://openalex.org/W2159740989","https://openalex.org/W2163738067","https://openalex.org/W2166698530","https://openalex.org/W2170481316","https://openalex.org/W2204383650","https://openalex.org/W2256075884","https://openalex.org/W2313946206","https://openalex.org/W2316318579","https://openalex.org/W2328938075","https://openalex.org/W2331182131","https://openalex.org/W2611736676","https://openalex.org/W3000312518","https://openalex.org/W3004825006","https://openalex.org/W3004996714","https://openalex.org/W3122632052","https://openalex.org/W3146166473","https://openalex.org/W4241851839"],"related_works":["https://openalex.org/W2323425291","https://openalex.org/W7039193880","https://openalex.org/W2890620276","https://openalex.org/W2301201700","https://openalex.org/W3149834974","https://openalex.org/W3003478756","https://openalex.org/W6980179076","https://openalex.org/W4251644969","https://openalex.org/W7099131411","https://openalex.org/W7096780575"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":9},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":14},{"year":2015,"cited_by_count":15},{"year":2014,"cited_by_count":14},{"year":2013,"cited_by_count":12},{"year":2012,"cited_by_count":10}],"updated_date":"2026-11-12T12:28:57.059296","created_date":"2016-06-24T00:00:00"}