Bias and decision making Flashcards
rules of action/thought that define optimality (optimality principles) =
norms
_______ is a set of norms
rationality
what are the norms of rationality?
be consistent (coherence) and correspond to reality (correspondence)
is there a universal set or rational and optimal?
no (nobody can agree on a complete set of norms for reasoning)
overestimating frequency = which bias?
availability bias
switching your decision based on the question framing = which bias?
framing bias
which out of availability and framing bias’ is a correspondence error and which is a coherence error?
availability = correspondence, framing = coherence
what is ‘the linda problem’ an example of?
conjunction fallacy (example of bias)
decision making method that calculates the option with the highest expected utility =
expected utility theory
what is the decision rule for expected utility theory?
choose option with highest expected utility taking into account uncertainty
expresses the value of something for its use/preference/enjoyment (not value as in cost) =
utility
uncertainty affects _______
expectation
what is the formula foe calculating expected utility?
E = p x U (probability x utility)
how do you calculate expected utility if there are multiple options?
E = (p1 x U1) + (p2 x U2) etc
uncertainty give probability ________
distributions (uncertainty is a distribution around a value)
lots of variance = _____ distribution = ____ uncertainty
wide, high
is there a unit for utility?
no (utility is the unit)
how is rationality bounded?
the world is complex > decisions need to be made quickly, we have limited time, information and cognitive capacity
if we can’t always be rational how do we make decisions?
use heuristics
is correspondence or coherence more important to use to fit with the environment and why?
correspondence > ecological rationality
value of an action across evolutionary time =
adaptive value
what is evolution trying to provide you with?
cognitive mechanisms that allow you to be successful in maximising long term expected value