The Gateway to Computer Science Excellence
+29 votes
5.8k views

Let $X$ be a random variable following normal distribution with mean $+1$ and variance $4$. Let $Y$ be another normal variable with mean $-1$ and variance unknown. If $P (X ≤ -1) = P (Y ≥ 2)$ , the standard deviation of $Y$ is

  1. $3$
  2. $2$
  3. $\sqrt{2}$
  4. $1$
in Probability by | 5.8k views

2 Answers

+36 votes
Best answer

Answer is A

$P(X\leq -1)=P(Y\geq2)$
We can compare their values using standard normal distributions:

$$\begin{array}{c|c}
X& Y\\
\mu_X = +1 & \mu_Y = -1\\
{\large\sigma}_{X}{^2}=4&{\large\sigma}_{Y}{^2}=?\\
Z_{X}=\dfrac{X-1}{\sqrt{4}}&Z_{Y}=\dfrac{Y-(-1)}{{\large\sigma}_{Y}}\\
2Z_{X}+1=X&Y={\large\sigma}_{Y}Z_{Y}-1\\
\end{array}$$

$\implies  P(2Z_{X}+1\leq -1)=P({\large\sigma}_{Y}Z_{Y}-1\geq 2)$
$\implies P(Z_{X}\leq -1)=P(Z_{Y}\geq \dfrac{3}{{\large\sigma}_{Y}})$

 

$\implies -(-1)=\dfrac{3}{{\large\sigma}_{Y}}$

$\implies {\large\sigma}_{Y}=3$

by
edited by
0
open eyes, look what is given in the 1st image.
0
Well explained. Thanks :-)
+2

why minus sign used in last line 

@Warrior

+6
Hello set2018

in standard normal distribution $P(Z≤-a)=P(Z≥a)$

So $P(Z≤-1)=P(Z≥1)$ // compare this with  $P(Z≤-1)$=$P(Z≥$ $\frac {3} {σ})$
+1

@Rupendra Choudhary
How we got this 
-(-1) = 3/sigma(y)

0
because $+1=-(-1)$
0
Also, for any continous random variable X

$P\{X=a\}=\int_a^{a}f(x)dx=0$ means the probability that a continous random variable will assume a particular value is 0.

So,

$P\{Y\geq 2\}=P\{Y\gt 2\}$
0
Please suggest ,   where to read about theoritical point about it?
0
Before attending any question, first read the concept :)
0
Ok.. they are for standard normal distribution.( actually i read only basic concepts of Normal distribution). But it is clear now thanks.
+31 votes
First lets convert both $X$ and $Y$ to Standard normal distribution.

$Z=\dfrac{X-1}{2}$

$Z=\dfrac{Y+1}{\sigma}$

Now replace $X$ and $Y$ in $P(X\leq {-1})=P(Y\leq 2)$ we get $P(Z\leq {-1})=P\left(Z\geq \dfrac{3}{\sigma}\right)$

Since the Standard Normal Curve is symmetric about the mean( i.e, zero) $-(-1)=\dfrac{3}{\sigma}\Rightarrow \sigma = 3.$

Answer is Option A
by
edited by
Answer:

Related questions

Quick search syntax
tags tag:apple
author user:martin
title title:apple
content content:apple
exclude -tag:apple
force match +apple
views views:100
score score:10
answers answers:2
is accepted isaccepted:true
is closed isclosed:true
52,345 questions
60,513 answers
201,930 comments
95,354 users