Suppose that 100 students take a test in a class. Each student has a 2/3 probability of passing the test, and the passing of the test is independent over the students. You wish to bound (from above) the probability that no more than 30 of the students pass the test. a. Use the Markov inequality to bound this probability. b. Use the Chebyshev inequality to bound this probability. c. Use the Chernoff bound to bound this probability.

A First Course in Probability (10th Edition)
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Chapter1: Combinatorial Analysis
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Suppose that 100 students take a test in a class. Each student has a 2/3 probability of
passing the test, and the passing of the test is independent over the students. You wish to bound
(from above) the probability that no more than 30 of the students pass the test.
a. Use the Markov inequality to bound this probability.
b. Use the Chebyshev inequality to bound this probability.
c. Use the Chernoff bound to bound this probability.

 
 
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