DSA ADS Course - 2022
Probabilistic Logic, Probability Theory, Causality, Causal Inference, Applied Probability, Statistics
Discuss applied probability theory and causality.
The Causal Foundations of Applied Probability and Statistics - November, 2020
Abstract
January, 2015
Abstract
DSA ADS Course - 2021
Probability and Risk in the Real World
Unsderstanding applied probability and accurate assessment of real-world risk is a critical part of high value data science.
DSA External Course - 2021
2013
External Course
The starting point of theories of probabilistic causation is that causes raise the probabilities of their effects; however the road to a satisfactory account of the relationship between causes and probabilisties has proven to be long and fraught with dificulties. This work offers a survey of the main problems and solutions emerged in about thirty years of research, and points to some metaphysical problems that are still object of philosophical debate.