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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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Most popular questions from this chapter

Let X and Y be random variables for which the jointp.d.f. is as follows:

\({\bf{f}}\left( {{\bf{x,y}}} \right){\bf{ = }}\left\{ \begin{array}{l}{\bf{2}}\left( {{\bf{x + y}}} \right)\;\;\;\;\;\;\;\;\;\;{\bf{for}}\;{\bf{0}} \le {\bf{x}} \le {\bf{y}} \le {\bf{1,}}\\{\bf{0}}\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;{\bf{otherwise}}\end{array} \right.\)

Find the p.d.f. of Z = X + Y.

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with the following p.f.:

\(f\left( x \right) = \left\{ \begin{array}{l}\frac{c}{{{2^x}}}\;\;for\;x = 0,1,2,...\\0\;\;\;\;otherwise\end{array} \right.\)

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