Learning First-Order Probabilistic Models with Combining Rules
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Probabilistic Logic
Probabilistic Causation
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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.
The Causal Foundations of Applied Probability and Statistics
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November, 2020
Abstract
Recovering from Selection Bias in Causal and Statistical Inference
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Skin in the Game - Nassim Nicholas Taleb
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The Kelly Criterion in Blackjack Sports Betting, and the Stock Market
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Surprised by the Gambler's and Hot Hand Fallacies A Truth in the Law of Small Numbers
On 6 Oct, 2015 By admin 0 Comments
A User's Guide to Measure Theoretic Probability - Pollard
On 9 Nov, 2014 By admin 0 Comments
Probability - Theory and Examples - Durrett
On 9 Nov, 2014 By admin 0 Comments
Quantifying Information Flow with Beliefs
On 23 May, 2014 By admin 0 Comments