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 …
their adequacy or fitness for particular purposes. Such a view has been advocated by …
[BOOK][B] Modelling nature: An opinionated introduction to scientific representation
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 …
and countless pages in scientific journals are filled with descriptions of models and their …
Data models, representation and adequacy-for-purpose
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 …
view that we call the pragmatic-representational (PR) view of data. On the PR view, data are …
[HTML][HTML] Scientific representation
Science provides us with representations of atoms, elementary particles, polymers,
populations, pandemics, economies, rational decisions, aeroplanes, earthquakes, forest …
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 …
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 …
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
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 …
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
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 …
crucial for the general philosophical understanding of model-based scientific practice. We …
Pluralism in economics: its critiques and their lessons
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 …
economics:(1) the claim that economics is already pluralist,(2) the argument that if there was …
Is biorobotics science? Some theoretical reflections
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 …
qualified as science? The answer clearly depends on what'science'means and whether …