import numpy a: np P1: Disease and testing Let us say that a common bacteria infects about 5% of the population in a small city in the United States. A new test has been created to detect the infection. If the patient is infected, the test will give a positive result 90% of the time. On the other hand, the test will give a positive result 6% of the time if the person is not infected. What is the probability that the person is infected given a positive test? 1. Compute your answer analytically. 2. Compute your answer using simulation. You may assume there exist 10000 people. Analytical Answer Cell (double click to edit) In [2]: #Coding