A random variable $X$ takes values $0,1,2,3....$ with probability $P\left( X=x \right)=k\left( x+1 \right){{\left( \dfrac{1}{5} \right)}^{x}}$, where $k$ is a constant, then $P\left( X=0 \right)$ is equal to
$1)\text{ }7/25$
$2)\text{ 18}/25$
$3)\text{ 13}/25$
$4)\text{ 19}/25$
$5)\text{ 16}/25$
Answer
572.4k+ views
Hint: In this question we have been given with a probability function for which the random variable $X$ takes values from $0,1,2,3$ upto infinity. Based on the given probability function we have to find the value of $P\left( X=0 \right)$. We will solve this question by first finding the value of $k$. We will also use the formula of the sum of series which is $a+\left( a+d \right)r+\left( a+d \right){{r}^{2}}+...=\dfrac{a}{1-r}+\dfrac{dr}{{{\left( 1-r \right)}^{2}}}$. We will then substitute $X=0$ and get the required probability.
Complete step-by-step solution:
We have the function given to us as:
$\Rightarrow P\left( X=x \right)=k\left( x+1 \right){{\left( \dfrac{1}{5} \right)}^{x}}$
Now we know that the sum of all the probabilities of an event is $1$ therefore, we can write:
$\Rightarrow \sum\limits_{x=0}^{\infty }{P\left( X=x \right)=1}$
Now from the question we have been given that $P\left( X=x \right)=k\left( x+1 \right){{\left( \dfrac{1}{5} \right)}^{x}}$ therefore, on substituting, we get:
$\Rightarrow \sum\limits_{x=0}^{\infty }{k\left( x+1 \right){{\left( \dfrac{1}{5} \right)}^{x}}=1}$
Now since $k$ is a constant, we can take it out and write the expression as:
$\Rightarrow k\sum\limits_{x=0}^{\infty }{\left( x+1 \right){{\left( \dfrac{1}{5} \right)}^{x}}=1}$
Now on expanding the sum by substituting the values, we get:
$\Rightarrow k\left[ \left( 0+1 \right){{\left( \dfrac{1}{5} \right)}^{0}}+\left( 1+1 \right){{\left( \dfrac{1}{5} \right)}^{1}}+\left( 2+1 \right){{\left( \dfrac{1}{5} \right)}^{2}}+.... \right]=1$
On simplifying, we get:
$\Rightarrow k\left[ 1+\left( 1+1 \right){{\left( \dfrac{1}{5} \right)}^{1}}+\left( 2+1 \right){{\left( \dfrac{1}{5} \right)}^{2}}+.... \right]=1$
Now we know the formula $a+\left( a+d \right)r+\left( a+d \right){{r}^{2}}+...=\dfrac{a}{1-r}+\dfrac{dr}{{{\left( 1-r \right)}^{2}}}$therefore, on substituting $a=1$, $d=1$ and $r=\dfrac{1}{5}$, we get:
$\Rightarrow k\left[ \dfrac{1}{1-\dfrac{1}{5}}+\dfrac{1\times \dfrac{1}{5}}{{{\left( 1-\dfrac{1}{5} \right)}^{2}}} \right]=1$
On taking the lowest common multiple, we get:
\[\Rightarrow k\left[ \dfrac{1-\dfrac{1}{5}+\dfrac{1}{5}}{{{\left( 1-\dfrac{1}{5} \right)}^{2}}} \right]=1\]
on using the expansion of ${{\left( a-b \right)}^{2}}$, we get:
\[\Rightarrow k\left[ \dfrac{1-\dfrac{1}{5}+\dfrac{1}{5}}{1+\dfrac{1}{25}-\dfrac{2}{5}} \right]=1\]
On simplifying, we get:
\[\Rightarrow k\left[ \dfrac{1}{\dfrac{16}{25}} \right]=1\]
On rearranging the terms, we get:
\[\Rightarrow k\left[ \dfrac{25}{16} \right]=1\]
On transferring the terms, we get:
\[\Rightarrow k=\dfrac{16}{25}\]
Therefore, we get the probability function as:
$P\left( X=x \right)=\left( \dfrac{16}{25} \right)\left( x+1 \right){{\left( \dfrac{1}{5} \right)}^{x}}$
Now we have to find $P\left( X=0 \right)$ therefore, on substituting $x=0$, we get:
$P\left( X=0 \right)=\left( \dfrac{16}{25} \right)\left( 0+1 \right){{\left( \dfrac{1}{5} \right)}^{0}}$
On simplifying, we get:
$P\left( X=0 \right)=\dfrac{16}{25}$, which is the required solution.
Therefore, the correct answer is option $\left( 5 \right)$.
Note: It is to be noted that the general principle applied in this question is the sum of all the probabilities of an event is $1$. It is to be remembered that the total probability can never exceed $1$ neither can it be negative. The various series formulas should be remembered to convert an infinite series to a finite sum.
Complete step-by-step solution:
We have the function given to us as:
$\Rightarrow P\left( X=x \right)=k\left( x+1 \right){{\left( \dfrac{1}{5} \right)}^{x}}$
Now we know that the sum of all the probabilities of an event is $1$ therefore, we can write:
$\Rightarrow \sum\limits_{x=0}^{\infty }{P\left( X=x \right)=1}$
Now from the question we have been given that $P\left( X=x \right)=k\left( x+1 \right){{\left( \dfrac{1}{5} \right)}^{x}}$ therefore, on substituting, we get:
$\Rightarrow \sum\limits_{x=0}^{\infty }{k\left( x+1 \right){{\left( \dfrac{1}{5} \right)}^{x}}=1}$
Now since $k$ is a constant, we can take it out and write the expression as:
$\Rightarrow k\sum\limits_{x=0}^{\infty }{\left( x+1 \right){{\left( \dfrac{1}{5} \right)}^{x}}=1}$
Now on expanding the sum by substituting the values, we get:
$\Rightarrow k\left[ \left( 0+1 \right){{\left( \dfrac{1}{5} \right)}^{0}}+\left( 1+1 \right){{\left( \dfrac{1}{5} \right)}^{1}}+\left( 2+1 \right){{\left( \dfrac{1}{5} \right)}^{2}}+.... \right]=1$
On simplifying, we get:
$\Rightarrow k\left[ 1+\left( 1+1 \right){{\left( \dfrac{1}{5} \right)}^{1}}+\left( 2+1 \right){{\left( \dfrac{1}{5} \right)}^{2}}+.... \right]=1$
Now we know the formula $a+\left( a+d \right)r+\left( a+d \right){{r}^{2}}+...=\dfrac{a}{1-r}+\dfrac{dr}{{{\left( 1-r \right)}^{2}}}$therefore, on substituting $a=1$, $d=1$ and $r=\dfrac{1}{5}$, we get:
$\Rightarrow k\left[ \dfrac{1}{1-\dfrac{1}{5}}+\dfrac{1\times \dfrac{1}{5}}{{{\left( 1-\dfrac{1}{5} \right)}^{2}}} \right]=1$
On taking the lowest common multiple, we get:
\[\Rightarrow k\left[ \dfrac{1-\dfrac{1}{5}+\dfrac{1}{5}}{{{\left( 1-\dfrac{1}{5} \right)}^{2}}} \right]=1\]
on using the expansion of ${{\left( a-b \right)}^{2}}$, we get:
\[\Rightarrow k\left[ \dfrac{1-\dfrac{1}{5}+\dfrac{1}{5}}{1+\dfrac{1}{25}-\dfrac{2}{5}} \right]=1\]
On simplifying, we get:
\[\Rightarrow k\left[ \dfrac{1}{\dfrac{16}{25}} \right]=1\]
On rearranging the terms, we get:
\[\Rightarrow k\left[ \dfrac{25}{16} \right]=1\]
On transferring the terms, we get:
\[\Rightarrow k=\dfrac{16}{25}\]
Therefore, we get the probability function as:
$P\left( X=x \right)=\left( \dfrac{16}{25} \right)\left( x+1 \right){{\left( \dfrac{1}{5} \right)}^{x}}$
Now we have to find $P\left( X=0 \right)$ therefore, on substituting $x=0$, we get:
$P\left( X=0 \right)=\left( \dfrac{16}{25} \right)\left( 0+1 \right){{\left( \dfrac{1}{5} \right)}^{0}}$
On simplifying, we get:
$P\left( X=0 \right)=\dfrac{16}{25}$, which is the required solution.
Therefore, the correct answer is option $\left( 5 \right)$.
Note: It is to be noted that the general principle applied in this question is the sum of all the probabilities of an event is $1$. It is to be remembered that the total probability can never exceed $1$ neither can it be negative. The various series formulas should be remembered to convert an infinite series to a finite sum.
Recently Updated Pages
If x a + bt + ct2 where x is in meters and t is in class 11 physics CBSE

A car covers the first half distance between two places class 11 physics CBSE

The resultant of two vectors overrightarrow P and overrightarrow class 11 physics CBSE

Find the value of cos 135 class 11 maths CBSE

A mass M is held in place by an applied force F and class 11 physics CBSE

A solution of glucose in water is labelled as 10 dfracwv class 11 chemistry CBSE

Trending doubts
Find the value of the expression given below sin 30circ class 11 maths CBSE

One Metric ton is equal to kg A 10000 B 1000 C 100 class 11 physics CBSE

Draw a diagram of nephron and explain its structur class 11 biology CBSE

10 examples of friction in our daily life

Proton was discovered by A Thomson B Rutherford C Chadwick class 11 chemistry CBSE

Bond order ofO2 O2+ O2 and O22 is in order A O2 langle class 11 chemistry CBSE

