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Question: What is the variance of the number of heads that come up when a fair coin is flipped 10 times?

Short Answer

Expert verified

Answer:So, the expected value of the random variable is: 2.5

Step by step solution

01

Given data

A fair coin is flipped \(10\)times.

02

Definition

The term variance refers to a statistical measurement of the spread between numbers in a data set. The variance measures how far each number in the set is from the mean and thus from every other numbers in the set.

03

Calculation

Here, flipping a coin is a Bernoulli trial with\(n = 10\)with success as getting a head with probability\(p = 1/2\).

So, we need to find the variance of the number of success in\(n\)Bernoulli trials.

The variance of the number of success in \(n\)Bernoulli trials is \(np(1 - p)\)

04

Final step 

Hence, the variance is \(\begin{array}{l}np(1 - p) = 10.(1/2).(1 - 1/2)\\np(1 - p) = 10.(1/2).(1/2)\\np(1 - p) = 2.5\end{array}\)

So, the expected value of random number is \(2.5\).

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Most popular questions from this chapter

Question:Ramesh can get to work in three different ways: by bicycle, by car, or by bus. Because of commuter traffic, there is a\({\bf{50}}\% \)chance that he will be late when he drives his car. When he takes the bus, which uses a special lane reserved for buses, there is a\({\bf{20}}\% \)chance that he will be late. The probability that he is late when he rides his bicycle is only\({\bf{5}}\% \). Ramesh arrives late one day. His boss wants to estimate the probability that he drove his car to work that day.

a) Suppose the boss assumes that there is a\({\bf{1}}/{\bf{3}}\)chance that Ramesh takes each of the three ways he can get to work. What estimate for the probability that Ramesh drove his car does the boss obtain from Bayesโ€™ theorem under this assumption?

b) Suppose the boss knows that Ramesh drives\(3{\bf{0}}\% \)of the time, takes the bus only\({\bf{10}}\)% of the time, and takes his bicycle\({\bf{60}}\% \)of the time. What estimate for the probability that Ramesh drove his car does the boss obtain from Bayesโ€™ theorem using this information?

Question: Find each of the following probabilities when nindependent Bernoulli trials are carried out with probability of successp.

a) The probability of no failures

b) The probability of at least one failure

c) The probability of at most one failure

d) The probability of at least two failures

Question: Let E be the event that a randomly generated bit string of length three contains an odd number of 1s, and let F be the event that the string starts with 1. Are E and F Independent?

Question:In roulette, a wheel with 38 numbers is spun. Of these, 18 are red, and 18 are black. The other two numbers, which are neither black nor red, are 0 and 00. The probability that when the wheel is spun it lands on any particular

number is 1/38.

(a) What is the probability that the wheel lands on a red number.

(b) What is the probability that the wheel lands on a black number twice in a row.

(c) What is the probability that wheel the lands on 0 or 00.

(d) What is the probability that in five spins the wheel never lands on either 0 or 00.

(e) What is the probability that the wheel lands on one of the first six integers on one spin, but does not land on any of them on the next spin.

Question 23. To determine

What is the conditional probability that exactly four heads appear when a fair coin is flipped five times, given that the first flip came up heads?

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