Three numbers are selected at random (without replacement) from the first six positive integers. Let $X$denote the largest of the three numbers obtained. Find the probability distribution of$X$. Also, find the mean and variance of the distribution.
Answer
651k+ views
Hint: Here to solve this question we need to find out the mean and variance of the given probability distribution. The mean of $X$=$\sum xP(x)$. The variance of $X\begin{align}
& =\sum{{{x}^{2}}P(x)}-{{\left( \sum{xp(x)} \right)}^{2}} \\
&
\end{align}$. The total number of ways of selecting three numbers at random (without replacement) is $^{6}{{C}_{3}}=20$.
Complete step by step answer:
The set of first six positive integers is 1, 2, 3, 4, 5, 6.
The total number of ways of selecting three numbers at random (without replacement) is $^{6}{{C}_{3}}=20$.
Here in this question we have that the$X$denote the largest of the three numbers obtained.
So, here the probability of 3 being the largest is possible for 1 set that is {1, 2, 3} =$P(X=3)=\dfrac{1}{20}$.
Here the probability of 4 be the largest is possible for 3 sets that is {1, 2, 4} and {1,3,4} and (2,3,4) =$P(X=4)=\dfrac{3}{20}$.
Here the probability of 5 be the largest is possible for 6 sets that is {1, 2, 5} and {1,3,5} and {1, 4, 5} and {2,3,5} and {2,4,5} and {3,4,5} =$P(X=5)=\dfrac{6}{20}$.
Here the probability of 6 be the largest is possible for 10 sets that is {1, 2, 6} and {1,3,6} and {1, 4, 6} and {1,5,6} and {2,3,6} and {2,4,6} and {2,5,6} and {3,4,6} and {3,5,6} and {4,5,6} =$P(X=6)=\dfrac{10}{20}$.
The mean of $X$=$\sum xP(x)$
$\Rightarrow 3\left( \dfrac{1}{20} \right)+4\left( \dfrac{3}{20} \right)+5\left( \dfrac{6}{20} \right)+6\left( \dfrac{10}{20} \right)$
$\begin{align}
& \Rightarrow \dfrac{3}{20}+\dfrac{12}{20}+\dfrac{30}{20}+\dfrac{60}{20} \\
& \Rightarrow \dfrac{3+12+30+60}{20}
\end{align}$
$\begin{align}
& \Rightarrow \dfrac{105}{20} \\
& \Rightarrow 5.25
\end{align}$
The mean of $X$= 5.25
The variance of $X\begin{align}
& =\sum{{{x}^{2}}P(x)}-{{\left( \sum{xp(x)} \right)}^{2}} \\
&
\end{align}$
$\begin{align}
& \Rightarrow 9\left( \dfrac{1}{20} \right)+16\left( \dfrac{3}{20} \right)+25\left( \dfrac{6}{20} \right)+36\left( \dfrac{10}{20} \right)-{{\left( \dfrac{105}{20} \right)}^{2}} \\
& \Rightarrow \dfrac{9+48+150+360}{20}-{{\left( \dfrac{105}{20} \right)}^{2}} \\
& \Rightarrow \dfrac{567}{20}-\left( \dfrac{11025}{400} \right) \\
& \Rightarrow \dfrac{11340-11025}{400} \\
& \Rightarrow \dfrac{315}{400} \\
& \Rightarrow 0.7875
\end{align}$
The variance of $X$=0.7875 = 0.79(approx.)
The probability distribution is
Note: Here we should take care that the variance of $X\begin{align}
& =\sum{{{x}^{2}}P(x)}-{{\left( \sum{xp(x)} \right)}^{2}} \\
&
\end{align}$ not$\sum{{{x}^{2}}p(x)}$. If we miss conceptually consider this it will completely lead us to a different and wrong answer.
& =\sum{{{x}^{2}}P(x)}-{{\left( \sum{xp(x)} \right)}^{2}} \\
&
\end{align}$. The total number of ways of selecting three numbers at random (without replacement) is $^{6}{{C}_{3}}=20$.
Complete step by step answer:
The set of first six positive integers is 1, 2, 3, 4, 5, 6.
The total number of ways of selecting three numbers at random (without replacement) is $^{6}{{C}_{3}}=20$.
Here in this question we have that the$X$denote the largest of the three numbers obtained.
So, here the probability of 3 being the largest is possible for 1 set that is {1, 2, 3} =$P(X=3)=\dfrac{1}{20}$.
Here the probability of 4 be the largest is possible for 3 sets that is {1, 2, 4} and {1,3,4} and (2,3,4) =$P(X=4)=\dfrac{3}{20}$.
Here the probability of 5 be the largest is possible for 6 sets that is {1, 2, 5} and {1,3,5} and {1, 4, 5} and {2,3,5} and {2,4,5} and {3,4,5} =$P(X=5)=\dfrac{6}{20}$.
Here the probability of 6 be the largest is possible for 10 sets that is {1, 2, 6} and {1,3,6} and {1, 4, 6} and {1,5,6} and {2,3,6} and {2,4,6} and {2,5,6} and {3,4,6} and {3,5,6} and {4,5,6} =$P(X=6)=\dfrac{10}{20}$.
The mean of $X$=$\sum xP(x)$
$\Rightarrow 3\left( \dfrac{1}{20} \right)+4\left( \dfrac{3}{20} \right)+5\left( \dfrac{6}{20} \right)+6\left( \dfrac{10}{20} \right)$
$\begin{align}
& \Rightarrow \dfrac{3}{20}+\dfrac{12}{20}+\dfrac{30}{20}+\dfrac{60}{20} \\
& \Rightarrow \dfrac{3+12+30+60}{20}
\end{align}$
$\begin{align}
& \Rightarrow \dfrac{105}{20} \\
& \Rightarrow 5.25
\end{align}$
The mean of $X$= 5.25
The variance of $X\begin{align}
& =\sum{{{x}^{2}}P(x)}-{{\left( \sum{xp(x)} \right)}^{2}} \\
&
\end{align}$
$\begin{align}
& \Rightarrow 9\left( \dfrac{1}{20} \right)+16\left( \dfrac{3}{20} \right)+25\left( \dfrac{6}{20} \right)+36\left( \dfrac{10}{20} \right)-{{\left( \dfrac{105}{20} \right)}^{2}} \\
& \Rightarrow \dfrac{9+48+150+360}{20}-{{\left( \dfrac{105}{20} \right)}^{2}} \\
& \Rightarrow \dfrac{567}{20}-\left( \dfrac{11025}{400} \right) \\
& \Rightarrow \dfrac{11340-11025}{400} \\
& \Rightarrow \dfrac{315}{400} \\
& \Rightarrow 0.7875
\end{align}$
The variance of $X$=0.7875 = 0.79(approx.)
The probability distribution is
| P(x) | $\dfrac{1}{20}$ | $\dfrac{3}{20}$ | $\dfrac{6}{20}$ | $\dfrac{10}{20}$ |
| $\sum xP(x)$ | $\dfrac{3}{20}$ | $\dfrac{12}{20}$ | $\dfrac{30}{20}$ | $\dfrac{60}{20}$ |
| $\sum{{{x}^{2}}p(x)}$ | $\dfrac{9}{20}$ | $\dfrac{48}{20}$ | $\dfrac{150}{20}$ | $\dfrac{360}{20}$ |
Note: Here we should take care that the variance of $X\begin{align}
& =\sum{{{x}^{2}}P(x)}-{{\left( \sum{xp(x)} \right)}^{2}} \\
&
\end{align}$ not$\sum{{{x}^{2}}p(x)}$. If we miss conceptually consider this it will completely lead us to a different and wrong answer.
Recently Updated Pages
Which of the following graphs shows the variation of class 12 physics CBSE

Draw a labelled diagram of the human male reproductive class 12 biology CBSE

Describe the experiment to compare the emf of two cells class 12 physics CBSE

What is standard hydrogen electrode

What is conventional current and electric current class 12 physics CBSE

2Bromopentane is treated with an alcoholic KOH solution class 12 chemistry CBSE

Trending doubts
Draw a labelled sketch of the human eye class 12 physics CBSE

Which are the Top 10 Largest Countries of the World?

A member of Simon commission later became Prime Minister class 12 social science CBSE

Draw ray diagrams each showing i myopic eye and ii class 12 physics CBSE

Give one example of a reptile that is viviparous class 12 biology CBSE

Which is the correct genotypic ratio of mendel dihybrid class 12 biology CBSE

