Model evaluation: An adequacy-for-purpose view

WS Parker - Philosophy of Science, 2020 - cambridge.org
According to an adequacy-for-purpose view, models should be assessed with respect to
their adequacy or fitness for particular purposes. Such a view has been advocated by …

[BOOK][B] Modelling nature: An opinionated introduction to scientific representation

R Frigg, J Nguyen - 2020 - Springer
Models matter. Scientists spend much effort on constructing, improving, and testing models,
and countless pages in scientific journals are filled with descriptions of models and their …

Data models, representation and adequacy-for-purpose

A Bokulich, W Parker - European Journal for Philosophy of Science, 2021 - Springer
We critically engage two traditional views of scientific data and outline a novel philosophical
view that we call the pragmatic-representational (PR) view of data. On the PR view, data are …

[HTML][HTML] Scientific representation

R Frigg, J Nguyen - 2016 - plato.stanford.edu
Science provides us with representations of atoms, elementary particles, polymers,
populations, pandemics, economies, rational decisions, aeroplanes, earthquakes, forest …

Taxonomic definitions in social science, with firms, markets and institutions as case studies

GM Hodgson - Journal of institutional economics, 2019 - cambridge.org
Definitions are crucial for institutional analysis. This article explains the nature of taxonomic
definitions, with particular attention to their use in economics and other social sciences …

How to relate models to reality? An epistemological framework for the validation and verification of computational models

C Gräbner - Journal of Artificial Societies and Social Simulation, 2018 - jasss.org
Agent-based simulations have become increasingly prominent in various disciplines. This
trend is positive, but it comes with challenges: while there are more and more standards for …

Promises and Perils of Big Data: Philosophical Constraints on Chemical Ontologies

R Duke, R McCoy, C Risko… - Journal of the American …, 2024 - ACS Publications
Chemistry is experiencing a paradigm shift in the way it interacts with data. So-called “big
data” are collected and used at unprecedented scales with the idea that algorithms can be …

[HTML][HTML] Describing model relations: The case of the capital asset pricing model (CAPM) family in financial economics

M Vergara-Fernández, C Heilmann… - Studies in History and …, 2023 - Elsevier
The description of how individual models in families of models are related to each other is
crucial for the general philosophical understanding of model-based scientific practice. We …

Pluralism in economics: its critiques and their lessons

C Gräbner, B Strunk - Journal of Economic Methodology, 2020 - Taylor & Francis
This paper starts with an evaluation of three common arguments against pluralism in
economics:(1) the claim that economics is already pluralist,(2) the argument that if there was …

Is biorobotics science? Some theoretical reflections

M Tamborini, E Datteri - Bioinspiration & Biomimetics, 2022 - iopscience.iop.org
In this paper, we ask one fairly simple question: to what extent can biorobotics be sensibly
qualified as science? The answer clearly depends on what'science'means and whether …