Closed msuzen closed 4 years ago
Nino Malekovic, The Hague Centre for Strategic Studies.
The first two references translate Pearl's causal graphs to time-series data: https://advances.sciencemag.org/content/5/11/eaau4996 https://aip.scitation.org/doi/full/10.1063/1.5025050
This is an unofficial literature review of causality in time-series data: https://towardsdatascience.com/inferring-causality-in-time-series-data-b8b75fe52c46
You might find interesting that Pearl suggested the Sure-Thing Principle as an axiomatic basis for Bayesian inference: https://ftp.cs.ucla.edu/pub/stat_ser/r466.pdf
Finally, here's a quantum-like interpretation of the violations of the Sure-Thing principle: https://www.frontiersin.org/articles/10.3389/fpsyg.2016.00011/full
Nino Malekovic, The Hague Centre for Strategic Studies.
The first two references translate Pearl's causal graphs to time-series data: https://advances.sciencemag.org/content/5/11/eaau4996 https://aip.scitation.org/doi/full/10.1063/1.5025050
This is an unofficial literature review of causality in time-series data: https://towardsdatascience.com/inferring-causality-in-time-series-data-b8b75fe52c46
You might find interesting that Pearl suggested the Sure-Thing Principle as an axiomatic basis for Bayesian inference: https://ftp.cs.ucla.edu/pub/stat_ser/r466.pdf
Finally, here's a quantum-like interpretation of the violations of the Sure-Thing principle: https://www.frontiersin.org/articles/10.3389/fpsyg.2016.00011/full