Gated Bayesian Networks.
Main Author: | |
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Format: | eBook |
Language: | English |
Published: |
Linköping :
Linkopings Universitet,
2017.
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Edition: | 1st ed. |
Series: | Linköping Studies in Science and Technology. Dissertations Series
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Subjects: | |
Online Access: | Click to View |
Table of Contents:
- Intro
- ABSTRACT
- Populärvetenskaplig sammanfattning
- Acknowledgments
- Contents
- List of Figures
- List of Tables
- Chapter 1 Introduction
- Chapter 2 Background
- Chapter 3 Learning gated Bayesian networks for algorithmic trading
- Chapter 4 Detecting regimes using gated Bayesian networks
- Chapter 5 Regime aware learning of Bayesian networks
- Chapter 6 Modelling regimes using Bayesian network mixtures
- Chapter 7 Modelling causal scenarios using gated models
- Chapter 8 Conclusions and future work
- Bibliography
- Appendix A
- Appendix B
- Appendix C
- Appendix D.