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In an examination marks obtained by students in maths ,physics and chemistry are normally distributed with mean 51,53,46 and with standard deviation 15,12,16 respctively find the probability of

of securing total marks i) 180 or above ii)90 or below.

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Solution:

Let $x_1 ,x_2 ,x_3 $ denotes the marks obtained in three subjects. The $x_1 ,x_2 ,x_3 $ are normal distribution with mean $51 ,53,46$ and variance $15^2 ,12^2,16^2$

Assuming the variates to be independent $y=x_1+x_2+x_3$ is distribbuted normally with mean $m= 51+53+46 =150$ and

$\sigma ^2=15^2+12^2+16^2$

$\sigma ^2=225+144+256=625$

$\sigma =\sqrt {625}=25$

$S.N.V Z= \frac{y-m}{\sigma}$

$Z= \frac{y-150}{25}$-------(1)

1) 180 or above ,

When y=180 eqn(1) becomes

$Z =\frac {180-150}{25}$

$Z=\frac{30}{25}$

$Z=1.2$

enter image description here

$P(y\ge 180)=P(Z \ge 1.2)$

=Area to the right of $Z=1.2$

=$0.5$ - (Area between $Z=0 \ to \ Z=1.2$)

=$0.5-03849$

$P(y\ge 180)=0.1151$

ii) 90 or below when y=90, eqn (1) becomes

$Z=\frac{90-150}{25}$

$Z=-2.4$

$P(y\le 90 )=P(Z\le -2.4)$

=Area to the left of $Z=-2.4$

enter image description here

=$0.5$ - Area from $Z=0 \ to \ Z=2.4$

=$0.5-0.4918$

$P(y\le 90 )=0.0082$

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