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Suppose that a coin is tossed repeatedly until a head is obtained for the first time, and let X denote the number of tosses that are required. Sketch the c.d.f of X.

Short Answer

Expert verified

A coin is tossed repeatedly until a head is obtained for the first time

Step by step solution

01

Given the information

A coin is tossed repeatedly until a head is obtained for the first time

02

calculate the CDF

Let X denote the number of tosses that are required to get the first head

Let p be the probability of getting a head and q be the probability of getting a tail

The probability mass function of X will be

f(x) = qx-1p where x=1,2,3…

CDF is given by


03

Sketch the CDF

F(1) = p

F(2) = p +pq

F(3) = p +pq+pq2

F(4) = p+pq+pq2 +pq3

And soon

If the coin is a fair coin, then

p=1/2

q=1/2

F(1) = 0.5

F(2) = 0.75

F(3) =0.875

And so on.

X axis of the graph contains the random variables and y axis contains its corresponding CDF value. For example, for random variable X=1 corresponding CDF valueF(1) = 0.5

Thus, plotting the Xvalues on the x-axis and their corresponding CDF on the y-axis,

the CDF curve is given by

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