{"id":"https://openalex.org/W7169929239","doi":null,"title":"M\u00e9todos Probabil\u00edsticos","display_name":"M\u00e9todos Probabil\u00edsticos","publication_year":2025,"publication_date":"2025-08-31","ids":{"openalex":"https://openalex.org/W7169929239"},"language":"es","primary_location":{"id":"pmh:oai:repositorio.comillas.edu:11531/113536","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/11531/113536","pdf_url":"https://repositorio.comillas.edu/bitstreams/cfe03de2-7170-439e-8784-b8878d7c7168/download","source":{"id":"https://openalex.org/S4377196513","display_name":"Comillas Repository (Comillas Pontifical University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I96580804","host_organization_name":"Universidad Pontificia Comillas","host_organization_lineage":["https://openalex.org/I96580804"],"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":null,"raw_type":"Guia Docente"},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://repositorio.comillas.edu/bitstreams/cfe03de2-7170-439e-8784-b8878d7c7168/download","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5141312136","display_name":"Emanuel Gast\u00f3n Momp\u00f3 Pavesi","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Momp\u00f3 Pavesi, Emanuel Gast\u00f3n","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5141312136"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"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/T13500","display_name":"Probability and Statistical Research","score":0.7583000063896179,"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/T13500","display_name":"Probability and Statistical Research","score":0.7583000063896179,"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":0.10980000346899033,"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"}},{"id":"https://openalex.org/T11875","display_name":"Statistics Education and Methodologies","score":0.035100001841783524,"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/probabilistic-methods","display_name":"probabilistic methods","score":0.9539999961853027},{"id":"https://openalex.org/keywords/uncertainty-modeling","display_name":"uncertainty modeling","score":0.765999972820282},{"id":"https://openalex.org/keywords/bayesian-inference","display_name":"Bayesian inference","score":0.9829999804496765},{"id":"https://openalex.org/keywords/generative-models","display_name":"generative models","score":0.9860000014305115},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"reinforcement learning","score":0.9990000128746033},{"id":"https://openalex.org/keywords/time-series-analysis","display_name":"time series analysis","score":0.9409999847412109},{"id":"https://openalex.org/keywords/probabilistic-numerical-methods","display_name":"probabilistic numerical methods","score":0.75},{"id":"https://openalex.org/keywords/simulation","display_name":"simulation","score":0.6309999823570251},{"id":"https://openalex.org/keywords/decision-making-under-uncertainty","display_name":"decision making under uncertainty","score":0.6740000247955322}],"concepts":[{"id":"https://openalex.org/C15708023","wikidata":"https://www.wikidata.org/wiki/Q80083","display_name":"Humanities","level":1,"score":0.4361000061035156},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.43560001254081726},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.2888000011444092},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.28870001435279846},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.16680000722408295},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.16519999504089355},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.14309999346733093},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.14300000667572021},{"id":"https://openalex.org/C142546437","wikidata":"https://www.wikidata.org/wiki/Q2661195","display_name":"Descriptive research","level":2,"score":0.1404000073671341},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.1386999934911728}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:repositorio.comillas.edu:11531/113536","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/11531/113536","pdf_url":"https://repositorio.comillas.edu/bitstreams/cfe03de2-7170-439e-8784-b8878d7c7168/download","source":{"id":"https://openalex.org/S4377196513","display_name":"Comillas Repository (Comillas Pontifical University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I96580804","host_organization_name":"Universidad Pontificia Comillas","host_organization_lineage":["https://openalex.org/I96580804"],"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":null,"raw_type":"Guia Docente"},{"id":"pmh:oai:repositorio.comillas.edu:11531/103077","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/11531/103077","pdf_url":null,"source":{"id":"https://openalex.org/S4377196513","display_name":"Comillas Repository (Comillas Pontifical University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I96580804","host_organization_name":"Universidad Pontificia Comillas","host_organization_lineage":["https://openalex.org/I96580804"],"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":null,"raw_type":"Guia Docente"}],"best_oa_location":{"id":"pmh:oai:repositorio.comillas.edu:11531/113536","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/11531/113536","pdf_url":"https://repositorio.comillas.edu/bitstreams/cfe03de2-7170-439e-8784-b8878d7c7168/download","source":{"id":"https://openalex.org/S4377196513","display_name":"Comillas Repository (Comillas Pontifical University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I96580804","host_organization_name":"Universidad Pontificia Comillas","host_organization_lineage":["https://openalex.org/I96580804"],"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":null,"raw_type":"Guia Docente"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality education","score":0.5}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7169929239.pdf","grobid_xml":"https://content.openalex.org/works/W7169929239.grobid-xml"},"referenced_works_count":2,"referenced_works":["https://openalex.org/W3036167779","https://openalex.org/W3110257065"],"related_works":["https://openalex.org/W7169960529","https://openalex.org/W7169951241","https://openalex.org/W7171019536","https://openalex.org/W7169985820","https://openalex.org/W7170027433","https://openalex.org/W7169941372","https://openalex.org/W7169957466","https://openalex.org/W7169963517","https://openalex.org/W7169985570","https://openalex.org/W7169955244"],"abstract_inverted_index":{"Contextualizaci\u00f3n":[0],"de":[1,8,28,46,74,100,126],"la":[2,9,20,29,33,55,57,62,95,120],"asignatura":[3],"Aportaci\u00f3n":[4],"al":[5],"perfil":[6],"profesional":[7],"titulaci\u00f3nLos":[10],"m\u00e9todos":[11,108],"probabil\u00edsticos":[12,86,110],"son":[13],"fundamentales":[14],"para":[15,83,106,112],"modelar":[16],"fen\u00f3menos":[17],"donde":[18,64],"interviene":[19],"incertidumbre,":[21],"y":[22,43,97,111,128,145,153],"resultan":[23],"especialmente":[24],"relevantes":[25],"en":[26,52,138],"\u00e1reas":[27],"inteligencia":[30],"artificial":[31],"como":[32,54],"inferencia":[34],"bayesiana,":[35],"los":[36,114],"modelos":[37,85],"generativos,":[38],"el":[39,44,133],"aprendizaje":[40],"por":[41],"refuerzo":[42],"an\u00e1lisis":[45,127],"datos":[47],"temporales.Su":[48],"aplicaci\u00f3n":[49],"es":[50,65],"habitual":[51],"sectores":[53],"salud,":[56],"energ\u00eda,":[58],"las":[59],"finanzas":[60],"o":[61,69,78],"industria,":[63],"necesario":[66,131],"tomar":[67],"decisiones":[68],"hacer":[70],"predicciones":[71],"a":[72,88],"partir":[73],"informaci\u00f3n":[75],"incompleta,":[76],"ruidosa":[77],"aleatoria.El":[79],"alumno":[80,134],"adquirir\u00e1":[81],"competencias":[82],"formular":[84],"adecuados":[87],"distintos":[89],"contextos,":[90],"analizar":[91],"su":[92],"comportamiento,":[93],"cuantificar":[94],"incertidumbre":[96],"aplicar":[98],"t\u00e9cnicas":[99],"simulaci\u00f3n":[101],"e":[102],"inferencia.Tambi\u00e9n":[103],"desarrollar\u00e1":[104],"habilidades":[105],"implementar":[107],"num\u00e9ricos":[109],"interpretar":[113],"resultados":[115],"con":[116,123,151],"criterio":[117],"t\u00e9cnico,":[118],"integrando":[119],"teor\u00eda":[121],"matem\u00e1tica":[122],"herramientas":[124],"pr\u00e1cticas":[125],"modelado.":[129],"PrerrequisitosEs":[130],"que":[132],"tenga":[135],"conocimientos":[136],"previos":[137],"probabilidad,":[139],"c\u00e1lculo,":[140],"\u00e1lgebra":[141],"lineal,":[142],"ecuaciones":[143],"diferenciales":[144],"programaci\u00f3n.Se":[146],"recomienda":[147],"tambi\u00e9n":[148],"cierta":[149],"familiaridad":[150],"estad\u00edstica":[152],"modelado":[154],"matem\u00e1tico.":[155]},"counts_by_year":[],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2026-07-22T00:00:00"}
