20.07.2013 Views

EXAM P SAMPLE SOLUTIONS

EXAM P SAMPLE SOLUTIONS

EXAM P SAMPLE SOLUTIONS

SHOW MORE
SHOW LESS

You also want an ePaper? Increase the reach of your titles

YUMPU automatically turns print PDFs into web optimized ePapers that Google loves.

25. Solution: B<br />

Let Y = positive test result<br />

D = disease is present (and ~D = not D)<br />

Using Baye’s theorem:<br />

PY [ | DPD ] [ ] (0.95)(0.01)<br />

PY [ | DPD ] [ ] PY [ |~ DP ] [~ D ] (0.95)(0.01) (0.005)(0.99)<br />

=<br />

P[D|Y] = = 0.657 .<br />

+ +<br />

--------------------------------------------------------------------------------------------------------<br />

26. Solution: C<br />

Let:<br />

S = Event of a smoker<br />

C = Event of a circulation problem<br />

Then we are given that P[C] = 0.25 and P[S⏐C] = 2 P[S⏐C C ]<br />

PSCPC [ ] [ ]<br />

Now applying Bayes’ Theorem, we find that P[C⏐S] =<br />

C C<br />

PSCPC [ ] [ ] + PSC [ ]( PC [ ] )<br />

C<br />

2 PSC [ ] PC [ ] 2(0.25) 2 2<br />

=<br />

= = = .<br />

C C<br />

2 PSC [ ] PC [ ] + PSC [ ](1 −PC<br />

[ ]) 2(0.25) + 0.75 2 + 3 5<br />

--------------------------------------------------------------------------------------------------------<br />

27. Solution: D<br />

Use Baye’s Theorem with A = the event of an accident in one of the years 1997, 1998 or<br />

1999.<br />

PA [ 1997] P[1997]<br />

P[1997|A] =<br />

PA [ 1997][ P[1997] + PA [ 1998] P[1998] + PA [ 1999] P[1999]<br />

(0.05)(0.16)<br />

= = 0.45 .<br />

(0.05)(0.16) + (0.02)(0.18) + (0.03)(0.20)<br />

--------------------------------------------------------------------------------------------------------<br />

Page 11 of 55

Hooray! Your file is uploaded and ready to be published.

Saved successfully!

Ooh no, something went wrong!