Literature DB >> 29430020

Abducting Economics.

James J Heckman1, Burton Singer2.   

Abstract

Abduction is the process of generating and choosing models, hypotheses and data analyzed in response to surprising findings. All good empirical economists abduct. Explanations usually evolve as studies evolve. The abductive approach challenges economists to step outside the framework of received notions about the "identification problem" that rigidly separates the act of model and hypothesis creation from the act of inference from data. It asks the analyst to engage models and data in an iterative dynamic process, using multiple models and sources of data in a back and forth where both models and data are augmented as learning evolves.

Entities:  

Keywords:  B41; C18; abduction; empirical economics; learning from data; surprise

Year:  2017        PMID: 29430020      PMCID: PMC5804814          DOI: 10.1257/aer.p20171118

Source DB:  PubMed          Journal:  Am Econ Rev        ISSN: 0002-8282


  2 in total

1.  Can an attribution assessment be made for Yellow Rain? Systematic reanalysis in a chemical-and-biological-weapons use investigation.

Authors:  Rebecca Katz; Burton Singer
Journal:  Politics Life Sci       Date:  2007-03

2.  Gary Becker: Model Economic Scientist.

Authors:  James J Heckman
Journal:  Am Econ Rev       Date:  2015-05
  2 in total

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