In: Statistics and Probability
The data in the following table shows the outcomes of guilty and not-guilty pleas in 1039 criminal court cases.
Complete parts (a) and (b) below.
Guilty plea |
Not-guilty plea |
|
---|---|---|
Sent to prison |
399 |
52 |
Not sent to prison |
574 |
14 |
a. What is the probability that a randomly selected defendant either pled not guilty or was sent to prison? (round to three decimal places)
b. What is the probability that a randomly selected defendant either pled guilty or was not sent to prison? (round to three decimal places)
Given that the data in the table shows the outcomes of guilty and non-guilty pleas in 1039 criminal court cases. We will make the table to easily solve the question. The table is as follows :
Guilty plea | Not-guilty plea | Total | |
Sent to prison | 399 | 52 | 451 |
Not sent to prison | 574 | 14 | 588 |
Total | 973 | 66 | 1039 |
We know, P(A or B) = P(A) + P(B) - P(A and B). ----------(1)
We also know, Probability of any event = (Number of favorable outcomes)/(Total number of possible outcomes) ------(2)
Total number of possible outcomes = 1039. -------(3)
a) Here, we have to find the probability that a randomly selected defendant either pled not guilty or was sent to prison. Thus, let A = criminals who pled not guilty = 66 and B = criminals who were sent to prison = 451. Number of criminals who were sent to prison and pled not guilty = 52.
Thus, P(A) = Probability that the criminals pled not guilty = 66/1039 . [from (2) and (3)]
P(B) = Probability that the criminals were sent to prison = 451/1039 . [from (2) and (3)]
Now, P(A and B) = Probability that the the criminals were sent to prison and pled not guilty = 52/1039 . [from (2) and (3)].
Thus, from (1), P(A or B) = (66/1039)+(451/1039)-(52/1039) = (66+451-52)/1039 = 465/1039 = 0.448(rounded to three decimal places).
Thus, P(pled not guilty or was sent to prison) = 0.448 .
Thus, the probability that a randomly selected defendant either pled not guilty or was sent to prison = 0.448.
b) Now, we have to find the probability that a randomly selected defendant either pled guilty or was not sent to prison. Thus, let A = criminals who pled guilty = 973 and B = criminals who were not sent to prison = 588. Number of criminals who pled guilty and were not sent to prison = 574.
Thus, P(A) = Probability that the criminals pled guilty = 973/1039 . [from (2) and (3)]
P(B) = Probability that the criminals were not sent to prison = 588/1039 . [from (2) and (3)]
P(A and B) = Probability that the criminals pled guilty and were not sent to prison = 574/1039 . [from (2) amd (3)]
Thus, from (1), P(A or B) = (973/1039)+(588/1039)-(574/1039) = (973+588-574)/1039 = 987/1039 = 0.950(rounded upto three decimal places).
Thus, P(pled guilty or were not sent to prison) = 0.950 .
Thus, the probability that a randomly selected defendant either pled guilty or was not sent to prison = 0.950.