Model Quote by William R. Miller
““The sciences do not try to explain, they hardly even try to interpret, they mainly make models. By a model is meant a mathematical construct, which with the addition of certain verbal interpretations, describes observed phenomena. The justification of such a mathematical construct is solely and precisely that it is expected to work. —JOHN VON NEUMANN””
About This Quote
Source Book: Theory of Games and Economic Behavior, John von Neumann & Oskar Morgenstern, 1944
Science builds abstract models to predict phenomena rather than fully explain them; usefulness is judged by predictive success.
In simple terms: Science makes models to predict, not fully explain.
Key Takeaway
Focus on building models that work.
Themes
science
modeling
prediction
philosophy of science
Mood
analytical
critical
inquisitive
Type
epistemic
pragmatic
skeptical
When to use this quote
- research design
- engineering simulations
- policy analysis
- financial forecasting
Key Concepts
mathematical modeling
epistemology
utility theory
Questions to Reflect On
- How do you test a model’s limits?
- When is a model’s predictive power insufficient?
A Different Perspective
Models may oversimplify reality and miss underlying causes.
