In: Statistics and Probability
According to an article, 34% of adults have experienced a breakup at least once during the last 10 years. Of 9 randomly selected adults, find the probability that the number, X, who have experienced a breakup at least once during the last 10 years is
a. exactly five; at most five; at least five.
b. at least one; at most one.
c. between 5 and 7 inclusive.
d. Determine the probability distribution of the random variable X.
The sample size of 9 randomly selected adults will have a binomial distribution with parameter n and p. The distribution can be represented as;
The probability distribution for the random variable X is,
a.
For the calculation purpose the probability is obtained in excel using the function =BINOM.DIST(5,9,0.34,FALSE)
For the calculation purpose the probability is obtained in excel using the function =BINOM.DIST(5,9,0.34,FALSE)
For the calculation purpose the probability is obtained in excel using the function =1-BINOM.DIST(4,9,0.34,FALSE)
b.
For the calculation purpose the probability is obtained in excel using the function =1-BINOM.DIST(0,9,0.34,FALSE)
For the calculation purpose the probability is obtained in excel using the function =BINOM.DIST(1,9,0.34,FALSE)
c.
For the calculation purpose the probability is obtained in excel using the function =BINOM.DIST(7,9,0.34,TRUE)-BINOM.DIST(4,9,0.34,TRUE)
d.
The random variable X has following probability distribution
X | P(X=x) |
0 | 0.0238 |
1 | 0.1102 |
2 | 0.2270 |
3 | 0.2729 |
4 | 0.2109 |
5 | 0.1086 |
6 | 0.0373 |
7 | 0.0082 |
8 | 0.0011 |
9 | 0.0001 |
The probabilities are obtained in excel using the function =BINOM.DIST(x,9,0.34,FALSE) by putting the values of x.