(Relative) Area is a good metaphor for probability.
Principle of inclusion and exclusion (p. 21):
This formula also works if you are counting elements in sets.
Just change P to #, so #(A) is the number of elements in A.
There's some nice math here:
Suppose you are looking at a Discrete sample space, so individual points
have probability. Consider a point x.
Now suppose you have two sets A and B. #(A or B)= #(A)
+ #(B) - #(A&B)
Suppose x is only in one of the sets (say A).
Then it's counted once.
Suppose x is in two of the sets. Then it's
counted twice (the simple sets) and de-counted once (the pair).
Suppose you have a whole bunch of sets, A, B, C, D, E,.... and you look
at the union #(A or B or C or....). The general pattern holds: 1-at-a-time-terms
- 2-at-a-time-terms + 3-at-a-time-terms.... Here's the beginning
of a general proof.
Suppose x is in one of the sets (A). It's counted
1 time.
Suppose x is in two of the sets (A, B). How
often is it counted?
2C1 = # of single sets it's in. Minus 2C2 = # of 2-set intersections
it's in. = 2-1=1
Suppose x is in three of the sets (A, B, C).
How often is it counted?
3C1 = # of single sets it's in. Minus 3C2 = # of 2-set intersections
it's in.
Plus 3C3= # of 3-set intersections it's in = 3 -3 + 1=1
Suppose x is in four of the sets. How often
is it counted? 4C1 - 4C2 + 4C3 - 4C4 = 4 - 6 + 4 - 1 = 1
Etc. So whatever point you pick, it gets counted the correct
number of times.
Not proved yet: nC1-nC2+nC3-nC4+.....+nCn = 1
We'll prove this later on, using a different approach.
HW: Show nC1-nC2+nC3-nC4+.....+nCn = 1 when n = 5.
Mutually Exclusive = Disjoint. Doesn't = Independent (which we haven't met yet this semester)
Good list of rules on p. 27, including
DeMorgan's Laws:
Not( Aor B) = Not A And Not B. I don't want cake or pie = I don't
want cake and I don't want pie.
Not (A and B) = Not A Or Not B: You can't have cake and pie =
You can't have cake, or you can't have pie.
HW: Show DeMorgan's laws true by shading a series of Venn diagrams.
HW: From Moore&McCabe: p. 359, 4.75, 4.77 (the reading is
pp. 346-350top)
HW: Ash, p.27: 3, 4, 5, 2, 8, 9, 11 a&b. Don't
feel bad if you have to look at the answers.
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