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Published on: 23/06/2021
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Take MCQ Business Maths and Statistics Test

1.
An urn contains 4 white and 6 red balls. Four balls are drawn at random from the urn. Find the probability distribution of the number of white balls.
2.
Two cards are drawn from a pack of 52 playing cards. Find the probability distribution of the number of aces.
3.
A random variable X can take all nonnegative integral values and the probabilities that X takes the value r is proportional to aT (0 < ∝ < 1). Find P(X = 0)
4.
Let X denote the number of hours you study during a randomly selected school day. The probability distribution function is
\(P(X=x)=\begin{cases} \begin{matrix} 0.1 & if\quad x=0 \end{matrix} \\ \begin{matrix} kx & if\quad x=1\quad or\quad 2 \end{matrix} \\ \begin{matrix} k(5-x) & if\quad x=3\quad or\quad 4 \end{matrix} \\ \begin{matrix} 0, & otherwise \end{matrix} \end{cases}\)
Find the value of k and what is the probability that you study atleast 2 hours.
5.
If a random variable. X has the probability distribution
| X | 0 | 1 | 2 | 3 | 4 | 5 |
| P(X=x) | a | 2a | 3a | 4a | 5a | 6a |
then find F(4)
1.
Let X denote the number of white balls drawn from the urn.
Since there are 4 white balls, X can take values 0,1,2,3,4.
P(X = 0)=p(gettmg no white balls)\(=\frac { { 6C }_{ 4 } }{ 10{ C }_{ 4 } } \)
\(\frac{1}{14}\)
P(X = 1) = P(getting one white ball and 3 red balls) \(\frac { { 4C }_{ 4 }\times { 6C }_{ 3 } }{ { 10 }C_{ 4 } } =\frac { 8 }{ 21 } \)
P(X = 2) = P(getting two white balls and 2 red balls) \(\frac { { 4C }_{ 2 }\times { 6C }_{ 2 } }{ { 10 }C_{ 4 } } =\frac { 8 }{ 21 } \)
P(X = 3) = P(getting 3 white balls and 1 red ball) \(\frac { { 4C }_{ 3 }\times { 6C }l }{ { 10 }C_{ 4 } } =\frac { 4 }{ 35 } \)
P(X = 4) = P(getting 4 white balls) =\(\frac { 4{ C }_{ 4 } }{ 10{ C }_{ 4 } } \)
=\(\frac{1}{210}\)
Thus the probability distribution of X is
| X | 0 | 1 | 2 | 3 | 4 |
| P(X) | \(\frac{1}{14}\) | \(\frac{8}{21}\) | \(\frac{6}{14}\) | \(\frac{4}{35}\) | \(\frac{1}{210}\) |
2.
Let X denote the number of aces in a pack of 52 playing cards.
Since there are 4 aces in a pack, and we are drawing 3 ace cards, X can take values 0, 1, 2, 3.
P(X = 0) = P(getting no ace card) \(\frac { 48{ C }_{ 3 } }{ 52{ C }_{ 3 } } \)
\(=\frac { 4324 }{ 5525 } \)
P(X=1) = P(getting one ace card and 2 other cards)
\(\\ =\frac { 4{ C }_{ 1 }\times 48{ C }_{ 2 } }{ 52{ C }_{ 3 } } =\frac { 1128 }{ 5525 } \)
P(X=2) = P(getting 2ace card and one other card)
\(=\frac { { 4C }_{ 2 }\times { 48C }_{ 1 } }{ 52{ C }_{ 3 } } =\frac { 72 }{ 5525 }\)
P(X=3) = P(getting 3 ace card) = \(\frac { { 4C }_{ 3 } }{ { 52C }_{ 3 } } \)
\(=\frac { 1 }{ 5525 } \)
Hence, the probability distribution function is
| X | 0 | 1 | 2 | 3 |
| P(X) | \(\frac{4324}{5525}\) | \(\frac{1128}{5525}\) | \(\frac{72}{5525}\) | \(\frac{1}{5525}\) |
3.
We have P(X=r)∝αr
⇒P(X = r) = λαr,r = 0,1,2,....
Since sum of all the probabilities in a probability distribution is 1.
P(X = 0)+P(X = 1)+P(P(X = 2)+... = 1
⇒ λα0+λα1+λα2+...= 1
⇒λ(1+α+α2+.....) = 1
⇒\(\lambda(\frac{1}{1-\alpha})\) = 1
⇒ λ = 1 - α
∴ P(X = r) = (1-α)αr, r = 0,1,2,...
Hence P(X=0) = (1-α)α0 = (1-α)(1) = 1-α.
4.
The probability distribution of X is
| X | 0 | 1 | 2 | 3 | 4 |
| P(X) | 0.1 | k | 2k | 2k | k |
Σpi = 1 ⇒ 0.1 + k + 2k + 2k + k = 1
⇒ 0.1 + 6k = 1 ⇒ 6k = 1-0.1 = 0.9
⇒ k = \(\frac{0.9}{6}\) = 0.15
And the probability that you study atleast 2 hours is P(X≥2)=P(X=2)+P(X=3)+P(X=4)
= 2k + 2k + k = 5k
= 5(0.15) = 0.75
5.
Since the random variable X is the probability distribution function, Σpi = 1
∴ a + 2a + 3a + 4a + 5a + 6a = 1
21a = 1 ⇒ a = \(\frac{1}{21}\)
Now, F(4) = P(X ≤ 4)
= P(X = 0) + P(X = 1) + P(X = 2)P(X = 3) + P(X = 4)
= a + 2a + 3a + 4a + 5a = 15a
= 15\((\frac{1}{21})=\frac{5}{7}\)
∴ F(4) = \(\frac{5}{7}\)
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