Induction versus deduction Deductive: P1,..., Pn; therefore Q Inductive: P1,..., Pn; therefore Q is very likely to be true.

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Presentation transcript:

Induction versus deduction Deductive: P1,..., Pn; therefore Q Inductive: P1,..., Pn; therefore Q is very likely to be true

All ravens are black. ______________ If there is a raven on top of Mount Blanc, it is black. All observed ravens have been black. ______________ If there is a raven on top of Mount Blanc, it is black.

Inductive generalizations In the past, when I tried to use Canadian quarters in American telephones, they have not worked. _________________ Canadian quarters do not work in American telephones.

Slanted questions Which do you favour: (a) preserving a citizen’s constitutional right to bear arms or (b) leaving honest citizens defenseless against armed criminals?

The representative heuristics You are randomly dealt five-card hands from a standard deck. Which of the following two hands is more likely to come up?

(1) Three of clubs Seven of diamonds Nine of diamonds Queen of hearts King of spades (2) Ace of spades Ace of hearts Ace of clubs Ace of diamonds King of spades

Statistical Syllogisms Ninety-seven percent of the Republicans in California voted for Bush. Marvin is a Republican from California. ______________________ Marvin voted for Bush. STRONG

X percent of Fs have the feature G. a is an F. __________________ a has/ doesn’t have the feature G. F – the reference class

Less than 1 percent of the people in the world voted for Bush. Gale is a person in the world. _______________________ Gale didn’t vote for Bush.

Reasoning about causes For all x, if x has the feature F, then x has the feature G. If something is a square, then it is a rectangle.

Causal generalizations For all x, if x has the feature F, then x has the feature G. X’s having the feature F is a sufficient condition for its having the feature G, and x’s having the feature G is a necessary condition for its having the feature F.

That F is a sufficient condition for G means that whenever F is present G is present. That F is a necessary condition for G means that whenever F is absent G is absent.

The sufficient-condition test (Mill’s Method of Difference) A, B, C, D – candidates for sufficient conditions G – target feature ABC D G  A B C  D  G A  B  C  D  G SCT: Any candidate that is present when G is absent is eliminated as a possible sufficient condition of G.

The necessary-condition test (Mill’s Method of Agreement) A B C D  G  A B C D G A  B C  D G NCT: Any candidate that is absent when G is present is eliminated as a possible necessary condition of G.

Inferences to the best explanation The idea is that a hypothesis gains inductive support if, when it is added to our stock of previously accepted beliefs, it increases our ability to make reliable predictions and illuminating explanations.

Arguments from analogy Object A has properties P, Q, R. Objects B, C, D also have properties P, Q, R. Objects B, C, D have property X. _________________ Therefore, object A probably also has the property X. P, Q, R, X must be relevant and important

Strong or weak? The premises must be true The cited similarities must be relevant and important The presence of relevant dissimilarities? The weaker the conclusion, the stronger the argument: - The Odyssey will run for ten years without any repairs. - The Odyssey will probably run for ten years without any repairs. - The Odyssey will probably run for at least five years without any repairs. - The Odyssey will be very reliable. - The Odyssey will be reliable.

The paradox of the raven (confirmation) (R) All ravens are black. (R-) Nothing which is not black is a raven. (R) and (R-) are logically equivalent, i.e. they are true or false together. What would confirm (R)? What would confirm (R-)?

Confirmation is not a simple matter of enumerative induction, that is the mere accumulation of confirming instances.

Hempel’s solution It doesn’t have to be absurd. Let’s suppose that someone observed a white object. He thinks that it is a raven. Further observation reveals that it is a shoe, not a raven. So it supports (R) in a sense. Conclusion: when you determine whether a given information confirms the given hypothesis you have to take context into acount. The mere logical form does not settle the issue. Carl Gustav Hempel ( )

Enumerative induction (form of inductive generalization) 1st observed swan was white. 2nd observed swan was white. 3rd observed swan was white. ….. __________________ All swans are white.

Russell’s chicken 1st day – The chicken is fed by the farmer. 2nd day – The chicken is fed by the farmer. 3rd day – The chicken is fed by the farmer. … The farmer comes and wrings its neck.

Grue (New riddle of induction) All examined emeralds are green. _________________ All emeralds are green. Grue: x is grue if it is green and examined (by now) or blue and unexamined (by now). All examined emeralds are green. _________________ All emeralds are grue.

Only well-entrenched predicates are projectible. Green: x is green if it is grue if examined and bleen if not