{"id":"https://openalex.org/W3006621169","doi":null,"title":"PyMC3: Python probabilistic programming framework","display_name":"PyMC3: Python probabilistic programming framework","publication_year":2016,"publication_date":"2016-10-01","ids":{"openalex":"https://openalex.org/W3006621169","mag":"3006621169"},"language":"en","primary_location":{"id":"mag:3006621169","doi":null,"is_oa":false,"landing_page_url":"https://ui.adsabs.harvard.edu/abs/2016ascl.soft10016S/abstract","pdf_url":null,"source":{"id":"https://openalex.org/S4306503633","display_name":"Astrophysics Source Code Library","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Astrophysics Source Code Library","raw_type":null},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"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/A5009092465","display_name":"John Salvatier","orcid":"https://orcid.org/0000-0002-1784-5312","observed_orcids":["https://orcid.org/0000-0002-1784-5312"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"John Salvatier","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-1784-5312","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054151939","display_name":"Thomas V. Wiecki\u00e2","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Thomas V. Wiecki\u00e2","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5075383737","display_name":"Christopher Fonnesbeck","orcid":"https://orcid.org/0000-0002-7107-140X","observed_orcids":["https://orcid.org/0000-0002-7107-140X"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Christopher Fonnesbeck","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":1.393,"has_fulltext":false,"cited_by_count":55,"citation_normalized_percentile":{"value":0.86010892,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":100},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"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":0.5327000021934509,"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":0.5327000021934509,"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/T13650","display_name":"Computational Physics and Python Applications","score":0.4106000065803528,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.013000000268220901,"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/pymc3","display_name":"PyMC3","score":0.9350000023841858},{"id":"https://openalex.org/keywords/probabilistic-programming","display_name":"probabilistic programming","score":0.9959999918937683},{"id":"https://openalex.org/keywords/bayesian-inference","display_name":"Bayesian inference","score":0.8550000190734863},{"id":"https://openalex.org/keywords/markov-chain-monte-carlo","display_name":"Markov chain Monte Carlo","score":0.925000011920929},{"id":"https://openalex.org/keywords/python","display_name":"Python","score":0.6579999923706055},{"id":"https://openalex.org/keywords/probabilistic-graphical-models","display_name":"probabilistic graphical models","score":0.6830000281333923}],"concepts":[{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.7110316753387451},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.684138298034668},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6099369525909424},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.471280038356781},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24931174516677856}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:3006621169","doi":null,"is_oa":false,"landing_page_url":"https://ui.adsabs.harvard.edu/abs/2016ascl.soft10016S/abstract","pdf_url":null,"source":{"id":"https://openalex.org/S4306503633","display_name":"Astrophysics Source Code Library","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Astrophysics Source Code Library","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3216406978","https://openalex.org/W2559818381","https://openalex.org/W2995926270","https://openalex.org/W7070758194","https://openalex.org/W3155966930","https://openalex.org/W6931464325","https://openalex.org/W6950306004","https://openalex.org/W2986191754","https://openalex.org/W3033243849","https://openalex.org/W2989844937"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":15},{"year":2021,"cited_by_count":22},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2020-02-24T00:00:00"}
