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  1. Extrapolation of Experimental Results through Analogical Reasoning from Latent Classes.Gerdien G. van Eersel, Julian Reiss & Gabriela V. Koppenol-Gonzalez - 2019 - Philosophy of Science 86 (2):219-235.
    In the human sciences, experimental research is used to establish causal relationships. However, the extrapolation of these results to the target population can be problematic. To facilitate extrapolation, we propose to use the statistical technique Latent Class Regression Analysis in combination with the analogical reasoning theory for extrapolation. This statistical technique can identify latent classes that differ in the effect of X on Y. In order to extrapolate by means of analogical reasoning, one can characterize the latent classes by a (...)
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  • Principes méthodologiques et pratiques de l'économie expérimentale : une vue d'ensemble.Daniel Serra - 2012 - Revue de Philosophie Économique 13 (1):21-78.
    Résumé L’article évoque les bases de la méthode expérimentale en général et son adaptation à l’étude des phénomènes économiques tout en rendant compte des réflexions philosophiques récentes sur la nature des expériences en laboratoire. Il recense par ailleurs les principales procédures expérimentales qui caractérisent la bonne pratique des économistes – dont certaines témoignent d’une grande ingéniosité – en pointant en parallèle ce qui la sépare de celle plus ancienne des psychologues. La question des incitations financières y fait l’objet d’une attention (...)
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  • External Validity and Libraries of Phenomena: A Critique of Guala's Methodology of Experimental Economics.Martin K. Jones - 2011 - Economics and Philosophy 27 (3):247-271.
    Francesco Guala has developed some novel and radical ideas on the problem of external validity, a topic that has not received much attention in the experimental economics literature. In this paper I argue that his views on external validity are not justified and the conclusions which he draws from these views, if widely adopted, could substantially undermine the experimental economics enterprise. In rejecting the justification of these views, the paper reaffirms the importance of experiments in economics.
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  • The philosophy of simulation: hot new issues or same old stew?Roman Frigg & Julian Reiss - 2011 - Synthese 180 (1):77-77.
    Computer simulations are an exciting tool that plays important roles in many scientific disciplines. This has attracted the attention of a number of philosophers of science. The main tenor in this literature is that computer simulations not only constitute interesting and powerful new science, but that they also raise a host of new philosophical issues. The protagonists in this debate claim no less than that simulations call into question our philosophical understanding of scientific ontology, the epistemology and semantics of models (...)
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  • The philosophy of simulation: hot new issues or same old stew?Roman Frigg & Julian Reiss - 2008 - Synthese 169 (3):593-613.
    Computer simulations are an exciting tool that plays important roles in many scientific disciplines. This has attracted the attention of a number of philosophers of science. The main tenor in this literature is that computer simulations not only constitute interesting and powerful new science , but that they also raise a host of new philosophical issues. The protagonists in this debate claim no less than that simulations call into question our philosophical understanding of scientific ontology, the epistemology and semantics of (...)
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  • Extrapolation, Analogy, and Comparative Process Tracing.Francesco Guala - 2010 - Philosophy of Science 77 (5):1070-1082.
    Comparative process tracing is the best analysis of extrapolation inferences in the philosophical and scientific literature so far. In this essay I examine some similarities and differences between comparative process tracing and former attempts to capture the logic of extrapolation, such as the analogical approach. I show that these accounts are not different in spirit, although comparative process tracing supersedes previous proposals in terms of analytical detail. I also examine some qualms about the possibility of drawing extrapolation inferences in the (...)
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