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163 Discrete Mathematics Review 2 Use the following to answer ...

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<strong>Use</strong> <strong>the</strong> <strong>following</strong> <strong>to</strong> <strong>answer</strong> question 8:<br />

In <strong>the</strong> questions below an experiment consists of picking at random a bit string of length five.<br />

Consider <strong>the</strong> <strong>following</strong> events:<br />

E 1 : <strong>the</strong> bit string chosen begins with 1;<br />

E 2 : <strong>the</strong> bit string chosen ends with 1;<br />

E 3 : <strong>the</strong> bit string chosen has exactly three 1s.<br />

8. Determine whe<strong>the</strong>r E 2 and E 3 are independent.<br />

Solution. Let us first find <strong>the</strong> probability of<br />

. The <strong>to</strong>tal number of bit strings of length<br />

5<br />

4<br />

5 is 2 = 32. The number of strings ending with 1 is 2 = 16. Therefore,<br />

16 1<br />

C(5,3) 5<br />

pE (<br />

2)<br />

= = . In a similar way probability of E3<br />

is PE (<br />

3)<br />

= = . Finally let<br />

5<br />

32 2<br />

2 16<br />

us compute <strong>the</strong> probability of E ∪ E . The number of strings ending with 1 and having<br />

2<br />

3<br />

6 5<br />

exactly three 1s is C (4,2) = 6 whence PE (<br />

2<br />

∪ E3)<br />

= ≠ pE (<br />

1) pE (<br />

3)<br />

=<br />

32 32<br />

are not independent.<br />

E 3<br />

E 2<br />

and E and 2<br />

9. Each of 26 cards has a different letter of <strong>the</strong> alphabet on it. You pick one card at<br />

random. A vowel is worth 3 points and a consonant is worth 0 points. Let X = <strong>the</strong> value<br />

of <strong>the</strong> card picked. Find E(X), V(X), and <strong>the</strong> standard deviation of X.<br />

5 21 1<br />

Solution. EX ( ) = 3⋅ + 0⋅ = 5 .<br />

26 26 26<br />

2 2<br />

⎛ 15 ⎞ 5 ⎛ 15 ⎞ 21<br />

V( X) = ⎜3− ⎟ ⋅ + ⎜0 − ⎟ ⋅ ≈1.40<br />

.<br />

⎝ 26 ⎠ 26 ⎝ 26 ⎠ 26<br />

σ ( X) = V( X) ≈ 1.18<br />

<strong>Use</strong> <strong>the</strong> <strong>following</strong> <strong>to</strong> <strong>answer</strong> question 10:<br />

In <strong>the</strong> questions below, describe each sequence recursively. Include initial conditions and<br />

assume that <strong>the</strong> sequences begin with a 1 .<br />

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