Week 3 Statistics 2 Questions | Prasnya
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Question type
37
Difficulty
37
Years
37
Q1
Let
X
X
and
Y
Y
be two independent random variables with
E
[
X
]
=
10
E[X]=10
,
E
[
Y
]
=
15
E[Y]=15
,
Var
(
X
)
=
4
\operatorname{Var}(X)=4
and
Var
(
Y
)
=
9
\operatorname{Var}(Y)=9
. Find the value of
E
[
(
X
+
Y
)
2
]
E[(X+Y)^2]
.
Integer answer
OCTOBER 26, 2025
OCTOBER 26, 2025
Q2
The probability mass function of a discrete random variable
X
X
is given by the table. Find the value of
b
b
such that
E
(
X
)
=
2.5
E(X)=2.5
. Enter the answer correct to one decimal place.
Integer answer
OCTOBER 26, 2025
OCTOBER 26, 2025
Q3
Using Markov's inequality, find an upper bound on the probability that the processing time is at least
1.3
1.3
times its expected value.
Comprehension
OCTOBER 26, 2025
OCTOBER 26, 2025
Q4
Using Chebyshev's inequality, find a lower bound on the probability that the processing time lies between
480
480
milliseconds and
520
520
milliseconds. Enter the answer correct to two decimal places.
Comprehension
OCTOBER 26, 2025
OCTOBER 26, 2025
Q5
Let
X
X
be the number of items produced by a machine on a given day with
E
[
X
]
=
7
E[X]=7
and
E
[
X
2
]
=
55
E[X^2]=55
. Using Chebyshev's inequality, find a lower bound on the probability that a machine produces between
4
4
and
10
10
items on a given day.
Single correct
JULY 13, 2025
JULY 13, 2025
Q6
What is the expected payment that the designer earns for a randomly chosen project?
Comprehension
JULY 13, 2025
JULY 13, 2025
Q7
Using Markov's inequality, find an upper bound on the probability that the designer earns at least Rs.
15,000
15{,}000
. Enter the answer correct up to three decimal places.
Comprehension
JULY 13, 2025
JULY 13, 2025
Q8
Calculate the value of
Var
(
2
X
+
1
)
\operatorname{Var}(2X+1)
.
Comprehension
JULY 13, 2025
JULY 13, 2025
Q9
Find the correlation coefficient between
U
U
and
V
V
. Enter the answer correct up to two decimal places.
Comprehension
JULY 13, 2025
JULY 13, 2025
Q10
A call center analyst monitors the number of calls received at the centre daily. Let
X
X
denote the number of calls received in a day. Using Markov's inequality, the analyst determines an upper bound of
0.48
0.48
on the probability of receiving more than
249
249
calls. Calculate the mean of
X
X
.
Integer answer
FEBRUARY 23, 2025
FEBRUARY 23, 2025
Q11
What is the value of
p
p
?
Comprehension
FEBRUARY 23, 2025
FEBRUARY 23, 2025
Q12
Find the expected amount of money to be gained. Enter the answer correct to two decimal places.
Comprehension
FEBRUARY 23, 2025
FEBRUARY 23, 2025
Q13
Find
Var
(
W
)
\operatorname{Var}(W)
. Enter the answer correct to two decimal places.
Comprehension
FEBRUARY 23, 2025
FEBRUARY 23, 2025
Q14
What is the value of
E
(
Z
+
W
)
E(Z+W)
? Enter the answer correct to two decimal places.
Comprehension
FEBRUARY 23, 2025
FEBRUARY 23, 2025
Q15
Find the value of
E
[
T
]
E[T]
.
Comprehension
OCTOBER 27, 2024
OCTOBER 27, 2024
Q16
What is the value of
Var
(
3
T
+
4
)
\operatorname{Var}(3T+4)
?
Comprehension
OCTOBER 27, 2024
OCTOBER 27, 2024
Q17
Using Markov's inequality, find an upper bound on the probability that production will exceed
99
99
on a given day. Enter the answer correct to one decimal place.
Comprehension
OCTOBER 27, 2024
OCTOBER 27, 2024
Q18
Using Chebyshev's inequality, find a lower bound on the probability that on a given day production will be between
30
30
and
70
70
.
Comprehension
OCTOBER 27, 2024
OCTOBER 27, 2024
Q19
The joint PMF of two discrete random variables
X
X
and
Y
Y
is given in the following table. Find the value of
Cov
(
X
,
Y
)
\operatorname{Cov}(X,Y)
. Enter the answer correct to two decimal places.
Integer answer
OCTOBER 27, 2024
OCTOBER 27, 2024
Q20
Consider
n
n
bits
X
1
,
…
,
X
n
X_1,\ldots,X_n
, where each bit is equally likely to be
0
0
or
1
1
, and is independent of all other bits. Define
n
−
1
n-1
bits
Y
i
=
X
i
X
i
+
1
Y_i=X_iX_{i+1}
,
i
=
1
,
…
,
n
−
1
i=1,\ldots,n-1
. Let
N
X
N_X
and
N
Y
N_Y
be, respectively, the number of
1
1
s in
{
X
1
,
…
,
X
n
}
\{X_1,\ldots,X_n\}
and
{
Y
1
,
…
,
Y
n
−
1
}
\{Y_1,\ldots,Y_{n-1}\}
. Assuming
n
=
100
n=100
, what is the expected value of
N
X
N_X
and
N
Y
N_Y
?
Single correct
JULY 07, 2024
JULY 07, 2024
Q21
Using Markov inequality, find an upper bound to the probability
P
(
X
≥
35
)
P(X\ge35)
. Which values below are greater than or equal to that upper bound?
Comprehension
JULY 07, 2024
JULY 07, 2024
Q22
Using Chebyshev's inequality, find an upper bound to the probability that at least
35
35
people attended the interview. Enter the answer correct to one decimal place.
Comprehension
JULY 07, 2024
JULY 07, 2024
Q23
Find the expected value of
X
X
. Enter the answer correct to two decimal places.
Integer answer
JULY 07, 2024
JULY 07, 2024
Q24
Suppose
X
X
and
Y
Y
are independent random variables with means
10
10
and
20
20
, and variances
2
2
and
4
4
, respectively. Find the value of
Var
(
X
Y
)
\operatorname{Var}(XY)
. Hint: If
X
X
and
Y
Y
are independent, then
X
2
X^2
and
Y
2
Y^2
are also independent.
Single correct
FEBRUARY 25, 2024
FEBRUARY 25, 2024
Q25
The probability distribution of a discrete random variable
X
X
is given below. Calculate the expected value of
X
X
. Enter the answer correct to one decimal place.
Integer answer
FEBRUARY 25, 2024
FEBRUARY 25, 2024
Q26
Using Markov's inequality, find a bound on the probability that this week's production will exceed
74
74
.
Comprehension
FEBRUARY 25, 2024
FEBRUARY 25, 2024
Q27
Using Chebyshev's inequality, find a lower bound on the probability that this week's production will be between
40
40
and
60
60
. Enter the answer correct to two decimal places.
Comprehension
FEBRUARY 25, 2024
FEBRUARY 25, 2024
Q28
The joint PMF of two discrete random variables
X
X
and
Y
Y
is given in the following table. Find the value of
Cov
(
X
,
Y
)
\operatorname{Cov}(X,Y)
.
Integer answer
OCTOBER 29, 2023
OCTOBER 29, 2023
Q29
Find the expected value of
X
X
. Enter the answer correct to one decimal place.
Comprehension
OCTOBER 29, 2023
OCTOBER 29, 2023
Q30
Using Chebyshev's inequality, find a lower bound for
P
(
−
2
σ
≤
X
−
μ
≤
2
σ
)
P(-2\sigma\le X-\mu\le2\sigma)
, where
μ
\mu
and
σ
2
\sigma^2
are mean and variance of
X
X
, respectively. Enter the answer correct to two decimal places.
Integer answer
OCTOBER 29, 2023
OCTOBER 29, 2023
Q31
The probability mass function of a random variable
X
X
is given as. Define
Y
=
(
2
X
+
1
)
2
Y=(2X+1)^2
. Find the expected value of
Y
Y
.
Integer answer
JULY 16, 2023
JULY 16, 2023
Q32
Find the expected number of girls selected for the committee. Enter the answer correct to two decimal places.
Comprehension
JULY 16, 2023
JULY 16, 2023
Q33
Using Chebyshev’s inequality, find a lower bound for
P
(
−
2
σ
≤
X
−
μ
≤
2
σ
)
P(-2\sigma\le X-\mu\le 2\sigma)
, where
μ
\mu
and
σ
2
\sigma^2
are mean and variance of
X
X
. Enter the answer correct to
2
2
decimal places.
Comprehension
JULY 16, 2023
JULY 16, 2023
Q34
Let
X
X
be a Poisson random variable with mean equal to
20
20
. Which of the following bounds can be obtained using Markov’s inequality?
Single correct
OCTOBER 16, 2022
OCTOBER 16, 2022
Q35
The joint PMF of two discrete random variables
X
X
and
Y
Y
is given in the following table. Calculate
Cov
(
X
,
Y
)
\operatorname{Cov}(X,Y)
. Enter the answer correct to two decimal places.
Integer answer
OCTOBER 16, 2022
OCTOBER 16, 2022
Q36
Use Markov's inequality to find an upper bound on
P
(
X
≥
2040
)
P(X\ge2040)
. Enter the answer correct to two decimal places.
Integer answer
JUNE 05, 2022
JUNE 05, 2022
Q37
Use Chebyshev's inequality to find a lower bound on
P
(
1988
<
X
<
2012
)
P(1988<X<2012)
. Enter the answer correct to two decimal places.
Integer answer
JUNE 05, 2022
JUNE 05, 2022
Showing 37 questions.