some ideas on "What is an explanation?"
Jul. 26th, 2005 06:00 pmExplanation is about answering questions of the form "why is B the case?".
I can see 4 different notions:
retrodiction: (i.e. inverse prediction)
if A predicts B, and B happens, then knowledge of A explains it.
Problem: although a barometer may predict rain the next day, knowledge that the barometer was predicting rain does not explain the rain (on some definitions/accounts of explanation). This notion is probabilistic but not temporal.
causal explanation (stricter than retrodiction): if A is known to cause B, after B happens, finding out that A is the case will answer "Why is B the case?". I think this is pretty uncontroversial. (although one should never say this to philosophers: I can already imagine you guys giving me a classical scenario). This notion is temporal and probabilistic.
derivation:
If B can be derived logico-mathematically from A, then finding out that A may answer the question "Why is B the case?". This notion is neither temporal nor probabilistic.
analogy:
Finding out that there exists an A analogous to B might satisfy your curiosity about "Why is B the case?".
If we only had this notion, we could never explain the explainer because of infinite regress. (Never mind that we always have to have some axioms that we take for granted). It seems to suggest coherence networks instead of deductive ones where there's a top and a bottom. This notion is probabilistic but not temporal.
I can see 4 different notions:
retrodiction: (i.e. inverse prediction)
if A predicts B, and B happens, then knowledge of A explains it.
Problem: although a barometer may predict rain the next day, knowledge that the barometer was predicting rain does not explain the rain (on some definitions/accounts of explanation). This notion is probabilistic but not temporal.
causal explanation (stricter than retrodiction): if A is known to cause B, after B happens, finding out that A is the case will answer "Why is B the case?". I think this is pretty uncontroversial. (although one should never say this to philosophers: I can already imagine you guys giving me a classical scenario). This notion is temporal and probabilistic.
derivation:
If B can be derived logico-mathematically from A, then finding out that A may answer the question "Why is B the case?". This notion is neither temporal nor probabilistic.
analogy:
Finding out that there exists an A analogous to B might satisfy your curiosity about "Why is B the case?".
If we only had this notion, we could never explain the explainer because of infinite regress. (Never mind that we always have to have some axioms that we take for granted). It seems to suggest coherence networks instead of deductive ones where there's a top and a bottom. This notion is probabilistic but not temporal.