For the following discrete distribution X PX CDF 1 007 2 016
For the following discrete distribution:
X
P(X)
CDF
1
0.07
2
0.16
3
0.14
4
0.18
5
0.25
6
0.20
a) Write the CDF in the table.
b) Find E(X).
c) Suppose the result of a six is considered a success. If the experiment was repeated until 5 successes
(sixes) were recorded. What is the expected number of TRIALS?
d) What type of experiment is described in part c)?
e) What is the probability of exactly 2 sixes in 5 trials?
f) What is the expected number of sixes in 5 trials?
g) What is the variance for the number of sixes in 5 trials?
| X | P(X) | CDF |
| 1 | 0.07 | |
| 2 | 0.16 | |
| 3 | 0.14 | |
| 4 | 0.18 | |
| 5 | 0.25 | |
| 6 | 0.20 |
Solution
a)
Adding up the P(x) values up to that row, we get the cdf:
b)
Consider:
Thus, E(x) = 3.98 [ANSWER]
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c)
Here, it is a negative binomial process, where x = the number of successes, p = probability of success.
Expected number of trials = x/p = 5/0.2 = 25 [ANSWER]
d)
It is a negative binomial experiment.
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| X | P(X) | CDF |
| 1 | 0.07 | 0.07 |
| 2 | 0.16 | 0.23 |
| 3 | 0.14 | 0.37 |
| 4 | 0.18 | 0.55 |
| 5 | 0.25 | 0.8 |
| 6 | 0.2 | 1 |

