Statistics

JEE Mathematics · 96 questions · Page 1 of 10 · Click an option or "Show Solution" to reveal answer

Q1
If the mean of the data : 7, 8, 9, 7, 8, 7, λ\lambda , 8 is 8, then the variance of this data is :
A 78{7 \over 8}
B 1
C 98{9 \over 8}
D 2
Correct Answer
Option B
Solution
x\overline x

=

7+8+9+7+8+7+λ+88{{7 + 8 + 9 + 7 + 8 + 7 + \lambda + 8} \over 8}

= 8 \Rightarrow

\,\,\,
54+λ8{{54 + \lambda } \over 8}

= 8 \Rightarrow λ\lambda = 10 Now variance = σ\sigma2 =

(78)2+(88)2+(98)2+(78)2+(88)2+(78)2+(108)2+(88)28{{{{\left( {7 - 8} \right)}^2} + {{\left( {8 - 8} \right)}^2} + {{\left( {9 - 8} \right)}^2} + {{\left( {7 - 8} \right)}^2} + {{\left( {8 - 8} \right)}^2} + {{\left( {7 - 8} \right)}^2} + {{\left( {10 - 8} \right)}^2} + {{\left( {8 - 8} \right)}^2}} \over 8}

\Rightarrow σ\sigma2 =

1+0+1+1+0+1+4+08{{1 + 0 + 1 + 1 + 0 + 1 + 4 + 0} \over 8}

=

88{8 \over 8}

= 1 Hence, the variance is 1.

Q2
The mean and the variance of five observations are 4 and 5.20, respectively. If three of the observations are 3, 4 and 4 ; then the absolute value of the difference of the other two observations, is :
A 1
B 7
C 3
D 5
Correct Answer
Option B
Solution

mean

x\overline x

= 4, σ\sigma2 = 5.2, n = 5, . x1 = 3 x2 = 4 = x3

xi=20\sum {{x_i}} = 20

x4 + x5 = 9 . . . . . . (i)

xi2x(x)2=σxi2=106{{\sum {x_i^2} } \over x} - {\left( {\overline x } \right)^2} = \sigma \Rightarrow \sum {x_i^2} = 106
x42+x52=65x_4^2 + x_5^2 = 65

. . . . . .(ii) Using (i) and (ii) (x4 - x5)2 = 49

x4x5=7\left| {{x_4} - {x_5}} \right| = 7
Q3
If mean and standard deviation of 5 observations x1, x2, x3, x4, x5 are 10 and 3, respectively, then the variance of 6 observations x1, x2, ….., x5 and –50 is equal to
A 582.5
B 507.5
C 586.5
D 509.5
Correct Answer
Option B
Solution
x=10i=15xi=50\overline x = 10 \Rightarrow \sum\limits_{i = 1}^5 {{x_i} = 50}

S.D.

=i=15xi25(x)2=8= \sqrt {{{\sum\limits_{i = 1}^5 {x_i^2} } \over 5} - {{\left( {\overline x } \right)}^2}} = 8
i=15(xi)2=109\Rightarrow \,\sum\limits_{i = 1}^5 {{{\left( {{x_i}} \right)}^2}} = 109

variance

=i=15(xi)2+(50)26(i=15xi506)= \,\,{{\sum\limits_{i = 1}^5 {{{\left( {{x_i}} \right)}^2}} + {{\left( { - 50} \right)}^2}} \over 6} - \left( {\sum\limits_{i = 1}^5 {{{{x_i} - 50} \over 6}} } \right)
=507.5= \,\,507.5
Q4
Let $$9=x_{1}
A 2(9+87)2\left(9+\dfrac{8}{\sqrt{7}}\right)
B 25
C 18(1+13)18\left(1+\dfrac{1}{\sqrt{3}}\right)
D 34
Correct Answer
Option D
Solution

 Mean xˉ=i=17xi7=72[2a+6d]7=a+3d=x4 Variance =i=17(xixˉ)27=(4)2i=17(xix4)27=16(3d)2+(2d)2+d2+0+d2+(2d)2+(3d)27=16=4d2=16d=2xˉ=9+3(2)=15x6=a+5d=9+5(2)=19xˉ+x6=34\begin{aligned} & \text{ Mean } \Rightarrow \bar{x}=\dfrac{\sum\limits_{i=1}^7 x_i}{7}=\dfrac{\dfrac{7}{2}[2 a+6 d]}{7}=a+3 d=x_4 \\\\ & \text{ Variance }=\dfrac{\sum\limits_{i=1}^7\left(x_i-\bar{x}\right)^2}{7}=(4)^2 \Rightarrow \dfrac{\sum\limits_{i=1}^7\left(x_i-x_4\right)^2}{7}=16 \\\\ & \Rightarrow \dfrac{(3 d)^2+(2 d)^2+d^2+0+d^2+(2 d)^2+(3 d)^2}{7}=16 \\\\ & =4 d^2=16 \Rightarrow d=2 \\\\ & \Rightarrow \bar{x}=9+3(2)=15 \\\\ & x_6=a+5 d=9+5(2)=19 \Rightarrow \bar{x}+x_6=34\end{aligned}

Q5
The mean of five observations is 5 and their variance is 9.20. If three of the given five observations are 1, 3 and 8, then a ratio of other two observations is -
A 6 : 7
B 10 : 3
C 4 : 9
D 5 : 8
Correct Answer
Option C
Solution

Let two observations are x1 & x2 mean =

xi5=5{{\sum {{x_i}} } \over 5} = 5
1+3+8+x1+x2=25\Rightarrow 1 + 3 + 8 + {x_1} + {x_2} = 25
x1+x2=13\Rightarrow {x_1} + {x_2} = 13

. . . . (1) variance

(σ2)\left( {{\sigma ^2}} \right)

=

xi2525=9.20{{\sum {x_i^2} } \over 5} - 25 = 9.20

\Rightarrow

xi2=171{\sum {x_i^2 = 171} }

\Rightarrow

x12+x22=97x_1^2 + x_2^2 = 97

. . . . . (2) \Rightarrow(x1 + x2)2 - 2x1x2 = 97 \Rightarrow 169 - 2x1x2 = 97 or x1x2 = 36 \therefore x1 : x2 = 4 : 9

Q6
5 students of a class have an average height 150 cm and variance 18 cm2. A new student, whose height is 156 cm, joined them. The variance (in cm2) of the height of these six students is :
A 16
B 22
C 20
D 18
Correct Answer
Option C
Solution

Average height of 5 students,

x=x1+x2+x3+x4+x55=150\overline x = {{{x_1} + {x_2} + {x_3} + {x_4} + {x_5}} \over 5} = 150
i=15xi=750\Rightarrow \,\,\,\sum\limits_{i = 1}^5 {{x_i}} = 750

We know, Variance

(σ)=xi25(x)2\left( \sigma \right) = {{\sum {x_i^2} } \over 5} - {\left( {\overline x } \right)^2}

given that,

xi25(150)2=18{{\sum {x_i^2} } \over 5} - {\left( {150} \right)^2} = 18
xi2=112590\Rightarrow \,\,\,\sum {x_i^2} = 112590

Height of new student, x6 == 156 cm New average height

(xnew)=750+1566=151\left( {{{\overline x }_{new}}} \right) = {{750 + 156} \over 6} = 151

New variance

=i=16xi26(xnew)2= {{\,\sum\limits_{i = 1}^6 {x_i^2} } \over 6} - {\left( {{{\overline x }_{new}}} \right)^2}
=112590+(156)26(151)2= {{112590 + {{\left( {156} \right)}^2}} \over 6} - {\left( {151} \right)^2}
=2282122801= 22821 - 22801
=20= 20
Q7
Let sets A and B have 5 elements each. Let the mean of the elements in sets A and B be 5 and 8 respectively and the variance of the elements in sets A and B be 12 and 20 respectively. A new set C of 10 elements is formed by subtracting 3 from each element of A\mathrm{A} and adding 2 to each element of B\mathrm{B}. Then the sum of the mean and variance of the elements of C\mathrm{C} is ___________.
A 36
B 40
C 38
D 32
Correct Answer
Option C
Solution

To solve this problem, let's break it down step by step : Step 1 : Determine the mean of set C The mean of set A = 55 The mean of set B = 88 After subtracting 3 from each element in set A, the new mean becomes 53=25 - 3 = 2.

After adding 2 to each element in set B, the new mean becomes 8+2=108 + 2 = 10.

When we combine both modified sets to form set C, the mean of set C is the weighted average of the means of these modified sets: Mean of C = 5×2+5×1010=10+5010=6\dfrac{5 \times 2 + 5 \times 10}{10} = \dfrac{10 + 50}{10} = 6 Step 2 : Determine the variance of set C Variance is defined as the expectation of the squared deviation of a random variable from its mean.

One property of variance is that, if you add (or subtract) a constant from each data point in a set, the variance of the set does not change.

Thus, the variance of the elements in set A remains 1212 even after subtracting 3 from each element, and the variance of the elements in set B remains 2020 even after adding 2 to each element.

Now, when combining variances from two datasets into one : Variance of C = n1×Variance of A+n1×(Mean of modified AMean of C)2+n2×Variance of B+n2×(Mean of modified BMean of C)2n1+n2\dfrac{n_1 \times \text{Variance of A} + n_1 \times (\text{Mean of modified A} - \text{Mean of C})^2 + n_2 \times \text{Variance of B} + n_2 \times (\text{Mean of modified B} - \text{Mean of C})^2}{n_1 + n_2} Given : n1=n2=5n_1 = n_2 = 5 Variance of A = 1212, Variance of B = 2020 Mean of modified A = 22, Mean of modified B = 1010, Mean of C = 66 Plugging in the values, we get : Variance of C = 5×12+5×(26)2+5×20+5×(106)210\dfrac{5 \times 12 + 5 \times (2 - 6)^2 + 5 \times 20 + 5 \times (10 - 6)^2}{10} Variance of C = 60+80+100+8010=32010=32\dfrac{60 + 80 + 100 + 80}{10} = \dfrac{320}{10} = 32 Step 3 : Sum of the mean and variance of set C Sum = Mean of C + Variance of C = 6+32=386 + 32 = 38 So, the correct answer is : Option C : 38.

Q8
The median of a set of 9 distinct observations is 20.5. If each of the largest 4 observations of the set is increased by 2, then the median of the new set :
A is increased by 2
B is decreased by 2
C is two times the original median
D remains the same as that of the original set
Correct Answer
Option D
Solution

Here total no of observation is 9 which is a odd number.

As we know for odd number 9 the median will be the 5th term.

Now question says, you increase largest 4 number by 2 which does not affect the 5th term so the new median will be the same.

Q9
In a class of 100 students there are 70 boys whose average marks in a subject are 75. If the average marks of the complete class is 72, then what is the average marks of the girls?
A 73
B 65
C 68
D 74
Correct Answer
Option B
Solution

Given that, total students = 100 and number of boys = 70 \therefore No. of girls = 100 - 70 = 30 Average of 100 students = 72 \therefore Total marks of 100 students = 100 ×\times 72 = 7200 Average of 70 boys = 75 \therefore Total marks of 70 boys = 70 ×\times 75 = 5250 \therefore Total marks of 30 girls = 7200 - 5250 = 1950 \therefore Average marks of 30 girls =

195030{{1950} \over {30}}

= 65

Q10
Consider three observations a, b, and c such that b = a + c. If the standard deviation of a + 2, b + 2, c + 2 is d, then which of the following is true?
A b2 = 3(a2 + c2) + 9d2
B b2 = 3(a2 + c2) - 9d2
C b2 = 3(a2 + c2 + d2)
D b2 = a2 + c2 + 3d2
Correct Answer
Option B
Solution

For a, b, c mean =

x=a+b+c3\overline x = {{a + b + c} \over 3}
x=2b3\overline x = {{2b} \over 3}

We know, S.D. of a + 2, b + 2, c + 2 = S.D. of a, b, c = d

d2=a2+b2+c234b29{d^2} = {{{a^2} + {b^2} + {c^2}} \over 3} - {{4{b^2}} \over 9}
b2=3a2+3c29d2{b^2} = 3{a^2} + 3{c^2} - 9{d^2}
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