• DOI:10.1023/B:SYNT.0000044993.82886.9e
• Corpus ID: 121862013

Hypotheses and Inductive Predictions

@article{Romeyn2004HypothesesAI,
  title={Hypotheses and Inductive Predictions},
  author={Jan-Willem Romeyn},
  journal={Synthese},
  year={2004},
  volume={141},
  pages={333-364}
}

• J. Romeyn
• Published 1 September 2004
• Computer Science
• Synthese

This paper studies the use of hypotheses schemes in generatinginductive predictions. After discussing Carnap–Hintikka inductive logic,hypotheses schemes are defined and illustrated with two partitions. Onepartition results in the Carnapian continuum of inductive methods, the otherresults in predictions typical for hasty generalization. Following theseexamples I argue that choosing a partition comes down to making inductiveassumptions on patterns in the data, and that by choosing appropriately anyinductive assumption can be made. Further considerations on partitions makeclear that they do not suggest any solution to the problem of induction.Hypotheses schemes provide the tools for making inductive assumptions, but theyalso reveal the need for such assumptions.