Week 3 Flashcards

Decision Heuristics (Part 1)

1
Q

What is a heuristic?

A

Use of mental shortcuts to quickly form judgements, make decisions & find solutions to complex problems –> uses a subset of info set.

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2
Q

What is the conjunction fallacy?

A
  • Inference that a conjoint set of 2 or more specific conclusions is likelier than any single member of that same set.
  • Violates laws of probability that probability of 2 events occurring together is always less than or equal to probability of either one occurring itself.
  • Variant of representativeness.
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3
Q

What is gambler’s fallacy?

A
  • Incorrect belief that if a particular event occurs more frequently than normal during the past, it is less likely to happen in future (although they are independent events).
  • Variant of representativeness.
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4
Q

What is the conservatism/anchoring heuristic?

A
  • People make estimates from diff. starting points –> yield diff. estimates, which are biased toward initial values due to insufficient adjustments/extrapolations.
  • May also occur when basing estimates on result of some incomplete computations.
  • Insufficient & slow adjustments to beliefs in face of new info –> underreaction –> compared to Bayesian updating, people update their posteriors in right direction but by too little in magnitude (underestimate probabilities).
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5
Q

What is base rate neglect?

A
  • Subjects neglect base rate (or prior probability) which should have major effect on estimation of probability.
  • Variant of representativeness.
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6
Q

What is the representativeness heuristic?

A
  • Probabilities are evaluated by degree to which A is representative of B.
  • When A is highly representative of B, probability that A originates from B is judged to be high –> but if A not similar to B, probability that A originates from B is judged to be low.
  • However A being more representative does not actually make it more likely –> probabilities overestimated according to Bayes’ rule –> i.e. leads to overreaction to info.
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7
Q

What are the 2 types of decision heuristics?

A

1) Representativeness.
2) Conservatism.

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8
Q

What are the 3 variants of representativeness?

A

1) Conjunction fallacy.
2) Base rate neglect.
3) Gambler’s fallacy.

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