Matches in SemOpenAlex for { <https://semopenalex.org/work/W4313372215> ?p ?o ?g. }
Showing items 1 to 79 of
79
with 100 items per page.
- W4313372215 endingPage "149" @default.
- W4313372215 startingPage "123" @default.
- W4313372215 abstract "This paper is about two things: (i) Charles Sanders Peirce (1837–1914)—an iconoclastic philosopher and polymath who is among the greatest of American minds. (ii) Abductive inference—a term coined by C. S. Peirce, which he defined as “the process of forming explanatory hypotheses. It is the only logical operation which introduces any new idea.” 1. Abductive inference and quantitative economics. Abductive inference plays a fundamental role in empirical scientific research as a tool for discovery and data analysis. Heckman and Singer (2017) strongly advocated “Economists should abduct.” Arnold Zellner (2007) stressed that “much greater emphasis on reductive [abductive] inference in teaching econometrics, statistics, and economics would be desirable.” But currently, there are no established theory or practical tools that can allow an empirical analyst to abduct. This paper attempts to fill this gap by introducing new principles and concrete procedures to the Economics and Statistics community. I termed the proposed approach as Abductive Inference Machine (AIM). 2. The historical Peirce’s experiment. In 1872, Peirce conducted a series of experiments to determine the distribution of response times to an auditory stimulus, which is widely regarded as one of the most significant statistical investigations in the history of nineteenth-century American mathematical research (Stigler in Ann Stat 239–265, 1978). On the 150th anniversary of this historical experiment, we look back at the Peircean-style abductive inference through a modern statistical lens. Using Peirce’s data, it is shown how empirical analysts can abduct in a systematic and automated manner using AIM." @default.
- W4313372215 created "2023-01-06" @default.
- W4313372215 creator A5038047732 @default.
- W4313372215 date "2022-12-30" @default.
- W4313372215 modified "2023-10-14" @default.
- W4313372215 title "Abductive Inference and C. S. Peirce: 150 Years Later" @default.
- W4313372215 cites W1505251695 @default.
- W4313372215 cites W1977602123 @default.
- W4313372215 cites W1987690349 @default.
- W4313372215 cites W2018940391 @default.
- W4313372215 cites W2025091678 @default.
- W4313372215 cites W2032558547 @default.
- W4313372215 cites W2033541717 @default.
- W4313372215 cites W2042236829 @default.
- W4313372215 cites W2055828448 @default.
- W4313372215 cites W2083211221 @default.
- W4313372215 cites W2145860152 @default.
- W4313372215 cites W2152077285 @default.
- W4313372215 cites W2325436843 @default.
- W4313372215 cites W2560595667 @default.
- W4313372215 cites W2964275404 @default.
- W4313372215 cites W2998853591 @default.
- W4313372215 cites W3116515517 @default.
- W4313372215 cites W3123373849 @default.
- W4313372215 cites W3193312389 @default.
- W4313372215 cites W4237662228 @default.
- W4313372215 cites W4247253899 @default.
- W4313372215 doi "https://doi.org/10.1007/s40953-022-00332-9" @default.
- W4313372215 hasPublicationYear "2022" @default.
- W4313372215 type Work @default.
- W4313372215 citedByCount "0" @default.
- W4313372215 crossrefType "journal-article" @default.
- W4313372215 hasAuthorship W4313372215A5038047732 @default.
- W4313372215 hasBestOaLocation W43133722152 @default.
- W4313372215 hasConcept C105795698 @default.
- W4313372215 hasConcept C111472728 @default.
- W4313372215 hasConcept C134261354 @default.
- W4313372215 hasConcept C138885662 @default.
- W4313372215 hasConcept C144237770 @default.
- W4313372215 hasConcept C149782125 @default.
- W4313372215 hasConcept C154945302 @default.
- W4313372215 hasConcept C162324750 @default.
- W4313372215 hasConcept C166088908 @default.
- W4313372215 hasConcept C2776214188 @default.
- W4313372215 hasConcept C33923547 @default.
- W4313372215 hasConcept C41008148 @default.
- W4313372215 hasConceptScore W4313372215C105795698 @default.
- W4313372215 hasConceptScore W4313372215C111472728 @default.
- W4313372215 hasConceptScore W4313372215C134261354 @default.
- W4313372215 hasConceptScore W4313372215C138885662 @default.
- W4313372215 hasConceptScore W4313372215C144237770 @default.
- W4313372215 hasConceptScore W4313372215C149782125 @default.
- W4313372215 hasConceptScore W4313372215C154945302 @default.
- W4313372215 hasConceptScore W4313372215C162324750 @default.
- W4313372215 hasConceptScore W4313372215C166088908 @default.
- W4313372215 hasConceptScore W4313372215C2776214188 @default.
- W4313372215 hasConceptScore W4313372215C33923547 @default.
- W4313372215 hasConceptScore W4313372215C41008148 @default.
- W4313372215 hasIssue "1" @default.
- W4313372215 hasLocation W43133722151 @default.
- W4313372215 hasLocation W43133722152 @default.
- W4313372215 hasOpenAccess W4313372215 @default.
- W4313372215 hasPrimaryLocation W43133722151 @default.
- W4313372215 hasRelatedWork W1983747282 @default.
- W4313372215 hasRelatedWork W1998848404 @default.
- W4313372215 hasRelatedWork W2006376738 @default.
- W4313372215 hasRelatedWork W2013011366 @default.
- W4313372215 hasRelatedWork W2490471763 @default.
- W4313372215 hasRelatedWork W4210320728 @default.
- W4313372215 hasRelatedWork W4237074045 @default.
- W4313372215 hasRelatedWork W4288816114 @default.
- W4313372215 hasRelatedWork W4313372215 @default.
- W4313372215 hasRelatedWork W4361848112 @default.
- W4313372215 hasVolume "21" @default.
- W4313372215 isParatext "false" @default.
- W4313372215 isRetracted "false" @default.
- W4313372215 workType "article" @default.