Question

Suppose the reaction temperature X (in deg C) in a certainchemical process has uniform distribution with...

Suppose the reaction temperature X (in deg C) in a certainchemical process has uniform distribution with A= -5 and B=5.
a. Compute P(X<0)
b. Compute P(-2.5<X<2.5)
c. Compute P(-2<X<3)
for k satisfying -5<k<k+4<5, computeP(k<X<k+4)
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Answer #1
Concepts and reason

The uniform distribution is a probability distribution that has equal probabilities for all possible outcomes of the random variable and the total area under the uniform probability density function is 1. The distribution is often abbreviated as U (a,b)

Fundamentals

The density function of uniform distribution is,

1
for asxsb
f(x)={b-a
for x a orxb
0

Here,

а3
The lower value of the interval

b
The upper value of the interval

The cumulative distributed function is,

for x<a
0
x-a for asxsb
F(x)=b-a
for xb
1

(a)

From the given information, A -5 and B 5

So X U(-5,5)

The density function of X is,

1
f(x) - в - А
В -
1
5-(-5)
1
10

Calculate the probability reaction temperature is less than 0.

P(X <0)f(x)d«
-d
10
10
1
[0-(-5)]
10
5
10
=0.5

Hence, the required probability is, 0.5

(b)

Calculate the probability of reaction temperature in a certain chemical process is (-2.5< X <2.5)

25
P(-2.5< X <2.5)= 3-(-5)
dx
2.5
1
dx
10
-2.5
0.25 0.25
=0.5

Hence, the required probability is, 0.5

(c)

Calculate the probability of reaction temperature in a certain chemical process is |(-2<X <3)

3
=(x) dx
P(-2 < X <3)
2
10
-2
10
1
(3+2)
10
-0.5

Hence, the required probability is,

Calculate the probability of reaction temperature in a certain chemical process is (k < X <k+4)

k+4
P(k<X <k+4) f(x)dt
k+4
1
dr
10
10
(k+4-k)
10
4
10
= 0.4
Il

The value 0.4 satifying the given condition -5<k <k+4<5

Hence, the required probability value is 0.40

Ans: Part a

The probability of reaction temperature less than 0 is 0.5.

Part b

The probability of reaction temperature in a certain chemical process between -2.5 and 2.5 is 0.5

Part c

The probability of reaction temperature in a certain chemical process lies between -2 and 3 is 0.5

The probability of X lies between k and k+4 is 0.40

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