4. Do the followings with R: a. Create a plot of the pf of X. b. Create a plot of the cdf of X. c. Draw a random sample of size 1000 from Binomial(n = 3, p = 0.4). Then plot a histogram calculate the sample mean and the sample variance. Comment briefly on these outputs comp

A First Course in Probability (10th Edition)
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Chapter1: Combinatorial Analysis
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just q 4's a b and c please thank you

Q1.
Suppose we toss a coin 3 times. We denote head as “H" and tail as "T". We assume the probability of head
is
Р(Н) — 0.4.
Let X be the number of "H*s.
1. What are the possible values of X? Find the probability function (pf) of X, which is defined by
P(X = k)
for every possible value k. Check that
EP(X = k) =
= 1.
k
2. Find the cumulative distribution function (cdf) of X.
3. Calculate the expectation and the variance of X.
4. Do the followings with R:
a. Create a plot of the pf of X.
b. Create a plot of the cdf of X.
c. Draw a random sample of size 1000 from Binomial(n = 3,p= 0.4). Then plot a histogram and
calculate the sample mean and the sample variance. Comment briefly on these outputs compared
to the results from question 1–3.
Transcribed Image Text:Q1. Suppose we toss a coin 3 times. We denote head as “H" and tail as "T". We assume the probability of head is Р(Н) — 0.4. Let X be the number of "H*s. 1. What are the possible values of X? Find the probability function (pf) of X, which is defined by P(X = k) for every possible value k. Check that EP(X = k) = = 1. k 2. Find the cumulative distribution function (cdf) of X. 3. Calculate the expectation and the variance of X. 4. Do the followings with R: a. Create a plot of the pf of X. b. Create a plot of the cdf of X. c. Draw a random sample of size 1000 from Binomial(n = 3,p= 0.4). Then plot a histogram and calculate the sample mean and the sample variance. Comment briefly on these outputs compared to the results from question 1–3.
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