Lecture 8 Flashcards
Interpretations of probability
-Subjective [Epistemic]
-Frequency [Objective]
-Propensity [Objective]
Epistemic interpretation of probability meaning
focus on rational belief [Subjective]
Objective interpretation of probability meaning
focus on features of the world [Frequency, Propensity]
Dutch book argument
set of bets that ensures a guaranteed loss
Propensity meaning
Causal disposition to create certain outcomes
Causal disposition meaning
System’s tendency to behave in a certain way under certain circumstances
Problem of single-case probabilities
In Frequentism we need infinite series of trials, that means in single-off events isn’t possible to give a probability.
Problem of invertability
In Propensity Cause-effect relationship is not invertable. Drinking leads to hangover. Hangover does not lead to drinking