Coding Ockham's Razor
This book explores inductive inference using the minimum message length (MML) principle, a Bayesian method which is a realisation of Ockham's Razor based on information theory. Accompanied by a library of software, the book can assist an applications programmer, student or researcher in the fie...
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| Language: | English |
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Cham :
Springer International Publishing : Imprint: Springer,
2018.
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| Edition: | 1st ed. 2018. |
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| Online Access: | https://doi.org/10.1007/978-3-319-76433-7 |
Table of Contents:
- 1 Introduction
- 2 Discrete
- 3 Integers
- 4 Continuous
- 5 Function-Models
- 6 Multivariate
- 7 Mixture Models
- 8 Function-Models 2
- 9 Vectors
- 10 Linear Regression
- 11 Graphs
- 12 Bits and Pieces
- 13 An Implementation
- 14 Glossary.