Q 1 :

Let α, β ∈ R. Let the mean and the variance of 6 observations -3, 4, 7, -6, α, β be 2 and 23, respectively. The mean deviation about the mean of these 6 observations is        [2024]

  • 16/3

     

  • 13/3

     

  • 11/3

     

  • 14/3

     

(2)

Mean=-3+4+7+(-6)+α+β6=2

α+β=10                           ...(i)

Variance=xi2n-(xin)2=23

xi2=27×6                            (x¯=xin=2)

9+16+49+36+α2+β2=162

α2+β2=52                            ...(ii)

Solving (i) and (ii), we get α=4 and β=6

So, mean deviation about mean =|-3-2|+|4-2|+|7-2|+|-6-2|+|4-2|+|6-2|6

=5+2+5+8+2+46=133



Q 2 :

The mean and standard deviation of 20 observations are found to be 10 and 2, respectively. On rechecking, it was found that an observation by mistake was taken as 8 instead of 12. The correct standard deviation is                        [2024]

  • 1.8

     

  • 1.94

     

  • 3.86

     

  • 3.96

     

(4)

Incorrect mean, x¯=10

Incorrect xi20=10

Incorrect sum, xi=200

Correct sum=200-8+12=204

Correct mean=20420=10.2

Incorrect S.D. = 2

Incorrect variance = 4

xi220-(xi20)2=4xi220-100=4

xi2=2080

Incorrect xi2=2080

Correct xi2=2080-82+122=2160

Correct Variance =216020-(10.2)2=108-104.04=3.96

Correct S.D. = 3.96



Q 3 :

The frequency distribution of the age of students in a class of 40 students is given below.                     [2024]

Age 15 16 17 18 19 20
No. of students 5 8 5 12 x y

 

If the mean deviation about the median is 1.25, then 4x + 5y is equal to:

  • 43

     

  • 44

     

  • 46

     

  • 47

     

(2)

Age           No. of Students           C.F.
   15                         5             5
   16                         8             13
   17                         5             18
   18                       12             30
   19                        x        30+x
   20                        y     30+x+y

 

30+x+y=40            (Given)

x+y=10                  ...(i)

Median of the given data = 18

Mean deviation about median=fi|xi-18|fi

fi|xi-18|=5×3+8×2+5×1+12×0+x×1+y×2

=15+16+5+x+2y=36+x+2y

36+x+2y40=1.25                    (Given)

x+2y=14           ...(ii)

On solving (i) and (ii), we get

x=6,  y=4

Now,

4x+5y=4×6+5×4=24+20=44



Q 4 :

If the variance of the frequency distribution 

     x     c     2c      3c      4c     5c      6c
     y     2      1       1      1      1       1

 

is 160, then the value of cN is                                                                        [2024]

  • 6

     

  • 8

     

  • 5

     

  • 7

     

(4)

We have,  x¯=2c+2c+3c+4c+5c+6c2+1+1+1+1+1=22c7

Var(X)=c2(2+22+32+42+52+62)7-(22c7)2

=92c27-484c249=(644-484)c249=160c249

160=160c249

c2=49

c=7                                          [ cN]

 



Q 5 :

Let the median and the mean deviation about the median of 7 observations 170, 125, 230, 190, 210, a, b be 170 and 2057 respectively. Then the mean deviation about the mean of these 7 observations is:                      [2024]

  • 32

     

  • 30

     

  • 28

     

  • 31

     

(2)

The ascending order of 7 observations are 125, a, b, 170, 190, 210, 230

M.D. (Med)=17i=17|xi-Med|=2057

|125-170|+|a-170|+|b-170|+|170-170|+|190-170|+|210-170|+|230-170|=205

[∵ Median= 170]

a+b=300                    ...(i)

Mean=125+300+170+190+210+2307=12257=175                 (By (i))

M.D. (Mean)=17i=17|xi-Mean|=17(50+350-300+5+15+35+55)

=2107=30



Q 6 :

Consider 10 observations x1,x2, ..., x10 such that i=110(xi-α)=2 and i=110(xi-β)2=40, where α,β are positive integers. Let the mean and the variance of the observations be 65 and 8425 respectively. Then βα is equal to :                            [2024]

  • 2

     

  • 1

     

  • 52

     

  • 32

     

(1)

We have, i=110xin=65i=110xi=12                       [n=10]

Also, i=110(xi-α)=2i=110xi-10α=2α=1

Now, i=110xi2n-(x¯)2=8425i=110xi210=8425+3625=12025

i=110xi2=48

Also, i=110(xi-β)2=40i=110xi2+10β2-2βi=110xi=40

48+10β2-24β=405β2-12β+4=0

(5β-2)(β-2)=0β=25 or β=2

If β=2, then βα=2

If β=25, then βα=25



Q 7 :

Let a1,a2, , a10 be 10 observations such that k=110ak=50 and k<jak·aj=1100. Then the standard deviation of a1,a2, , a10 is equal to               [2024]

  • 5

     

  • 115

     

  • 5

     

  • 10

     

(3)

Given, k=110ak=50 and k<jak·aj=1100

σ2=ak210-(Mean)2=ak210-(ak10)2=ak210-(5010)2

=ak210-25                         ...(i)

Also, (ak)2=ak2+2k<jakaj

2500=ak2+2(1100)ak2=2500-2200=300

From (i), we get

σ2=30010-25=30-25=5σ=5



Q 8 :

If the mean and variance of five observations are 245 and 19425 respectively and the mean of the first four observations is 72, then the variance of the first four observations is equal to:                            [2024]

  • 7712

     

  • 1054

     

  • 54

     

  • 45

     

(3)

Let a, b, c, d and e be the five observations.

 Mean of 5 observations, x¯=245

a+b+c+d+e=24      ...(i)

Mean of four observations, x¯1=72

a+b+c+d=14                ...(ii)

From (i) and (ii), we have e=10

Now, variance of 5 observations =19425

xi25-(x¯)2=19425 

a2+b2+c2+d2+e2=5(19425+57625)=154

a2+b2+c2+d2=154-100  (e=10)

a2+b2+c2+d2=54

Variance of 4 observations=a2+b2+c2+d24-(x¯1)2

      =544-494=54

 



Q 9 :

Let the mean and the variance of 6 observations a,b, 68, 44, 48, 60 be 55 and 194, respectively. If a > b, then a + 3b is:                 [2024]

  • 210

     

  • 190

     

  • 200

     

  • 180

     

(4)

Given, mean (x¯)=55

   a+b+68+44+48+606=55a+b=110    ...(i)

Given, variance (σ2)=194

   a2+b2+(68)2+(44)2+(48)2+(60)26-(55)2=194

a2+b2=6850             ...(ii)

From (i) and (ii), we get

a=75 and b=35

a+3b=75+3(35)=180



Q 10 :

If the mean and variance of the data 65, 68, 58, 44, 48, 45, 60, α,β, 60 where α>β, are 56 and 66.2 respectively, then α2+β2 is equal to _____ .      [2024]



(6344)

Mean = 56

Variance=1ni=1nxi2-(x¯)2

66.2=110[(65)2+(68)2+(58)2+(44)2+(48)2+(45)2+(60)2+α2+β2+(60)2]-(56)2

3202.2×10=4225+4624+3364+1936+2304+2025+3600+α2+β2+3600

α2+β2=6344

 

 



Q 11 :

Let a,b,cN and a<b<c. Let the mean, the mean deviation about the mean, and the variance of the 5 observations 9, 25, a,b,c be 18, 4, and 1365, respectively. Then 2a+b-c is equal to _______ .                   [2024]



(33)

a,b,cN and a<b<c

Since, mean = 18 9+25+a+b+c5=18

34+a+b+c=90a+b+c=56

Mean deviation about the mean is 4

|9-18|+|25-18|+|a-18|+|b-18|+|c-18|5=4

9+7+|a-18|+|b-18|+|c-18|=20

|a-18|+|b-18|+|c-18|=4

Variance =1365

|xi-x¯|2n=1365

81+49+|a-18|2+|b-18|2+|c-18|25=1365

|a-18|2+|b-18|2+|c-18|2=136-130=6

Possible values are |a-18|2=1, |b-18|2=1 and |c-18|2=4

   a<b<c

  18-a=1, b-18=1 and c-18=2

a=17, b=19 and c=20

Hence, 2a+b-c=34+19-20=33



Q 12 :

The mean and standard deviation of 15 observations were found to be 12 and 3 respectively. On rechecking, it was found that an observation was read as 10 in place of 12. If μ and σ2 denote the mean and variance of the correct observations respectively, then 15(μ+μ2+σ2) is equal to _________ .             [2024]



(2521)

We have, mean = 12, standard deviation = 3

Let x1,x2, , x15 be 15 observations

    n=15

x1+x2++x14+1015=12x1+x2++x14=170

Now, correct mean = μ

x1+x2++x14+1215=μ170+1215=μμ=18215

Standard deviation =11515i=115xi2-(i=115xi)2

3=11515×i=115xi2-(180)245=15×i=115xi2-32400

2025=15i=115xi2-32400

2025+32400=15(x12+x22++x142+100)

2295=x12+x22++x142+100

x12+x22++x142=2195

Correct Variance, σ2=1n2(15×i=115xi2-(i=1nxi)2)

=1(15)2(15×(x12+x22++x142+144)-(182)2)

=1225(15×(2339)-33124)=1225(35085-33124)

σ2=1961225

   15(μ+μ2+σ2)=15(18215+(18215)2+1961225)

=15(2730+33124+1961225)=3781515=2521



Q 13 :

The variance σ2 of the data 

      xi     0    1    5    6    10    12    17
       fi    3    2    3    2    6     3     3

 

is ________ .                                                                                                           [2024]



(29)

Mean (x¯)=fixifi

=0×3+1×2+5×3+6×2+10×6+12×3+17×33+2+3+2+6+3+3

=17622=8

     Variance σ2=fi(xi-x¯)2fi

       =3(0-8)2+2(1-8)2+3(5-8)2+2(6-8)2+6(10-8)2+3(12-8)2+3(17-8)222

       =3×64+2×49+3×9+2×4+6×4+3×16+3×8122

      =64022=29.0929



Q 14 :

If the mean and the variance of 6, 4, a, 8, b, 12, 10, 13 are 9 and 9.25 respectively, then a + b + ab is equal to :          [2025]

  • 106

     

  • 103

     

  • 100

     

  • 105

     

(2)

Mean, x¯=6+4+a+8+b+12+10+13

 9=53+a+b8  a+b=7253=19

   a + b = 19          ... (i)

Variance, σ2=(69)2+(49)2+(a9)2+(89)2+(b9)2+(129)2+(109)2+(139)28

 9.25×8=9+25+1+9+1+16+(a9)2+(b9)2

 7461=(a9)2+(19a9)2          [Using (i)]

 13=(a9)2+(10a)2

 a2+8118a+a2+10020a=13

 2a238a=13-181

 a219a+84=0

 (a12)(a7)=0

 a=12 or 7  b=7 or 12

   a + b + ab = 12 + 7 + 84 = 103.



Q 15 :

Let the Mean and Variance of five observations x1=1,x2=3,x3=a,x4=7 and x5=b,a>b be 5 and 10 respectively. Then the Variance of the observations n+xn,n=1,2,...,5 is          [2025]

  • 17

     

  • 16.4

     

  • 16

     

  • 17.4

     

(3)

We have, x¯=5 and σ2=10

Now, x¯=xin=1+3+a+7+b5 11+a+b5=5

 a+b=14

Also, σ2=xi2n(x¯)2

 10=12+32+a2+72+b2525

 a2+b2=116

Since, a > b  a = 10 and b = 4

Now, n+xn: 2, 5, 13, 11, 9

  σ2=22+52+132+112+925(2+5+13+11+95)2=8064=16.



Q 16 :

A box contains 10 pens of which 3 are defective. A sample of 2 pens is drawn at random and let X denote the number of defective pens. Then the variance of X is          [2025]

  • 35

     

  • 215

     

  • 2875

     

  • 1115

     

(3)

X X=0 X=1 x=2
P(x) C27×C03C210=715 C17×C13C210=715 C07×C23C210=115

 

Mean, E(X)=XiP(Xi)=0+715+215=35

Now, variance (X)=E(X2)(E(X))2=2875

=(0+715+415)(35)2=1115925=2875

 



Q 17 :

Let the mean and the standard deviation of the observation 2, 3, 3, 4, 5, 7, a, b be 4 and 2 respectively. Then the mean deviation about the mode of these observations is :          [2025]

  • 1

     

  • 34

     

  • 2

     

  • 12

     

(1)

Given observations are 2, 3, 3, 4, 5, 7, a, b.

Also, mean = 4 and S.D. = 2

 24+a+b8=4  a+b=8

               (2)2=22+32+32+42+52+72+a2+b2816

 112+a2+b2=18×8

 a2+b2=32  a=b=4

New numbers are 2, 3, 3, 4, 5, 7, 4, 4

Arrange the numbers in a ascending order

          2, 3, 3, 4, 4, 4, 5, 7

So, mode = 4.

   Mean deviation about mode

          =2+1+1+0+1+3+0+08=1.



Q 18 :

The mean and standard deviation of 100 observations are 40 and 5.1, respectively. By mistake one observation is taken as 50 instead of 40. If the correct mean and the correct standard deviation are μ and σ respectively, then 10(μ+σ) is equal to          [2025]

  • 447

     

  • 445

     

  • 451

     

  • 449

     

(4)

We have, Mean = (x¯)=40

Mean (x¯)=xi100

 40×100=xi  xi=4000

Correct mean, μ=100(40)50+40100

=40110=39.9

Also, S.D.(σ) = 5.1

 (5.1)2=xi2100(x¯)2

 xi2=100×(40)2+100(5.1)2

=16×104+(5.1)2×100=162601

Correct σ2=xi2502+402100(μ)2

               =1617.011592.01=25  σ=5

  10(μ+σ)=10(39.9+5)=10×44.9=449.



Q 19 :

A coin is tossed three times. Let X denote the number of times a tail follows a head. If μ and σ2 denote the mean and variance of X, then the value of 64(μ+σ2) is :         [2025]

  • 64

     

  • 48

     

  • 51

     

  • 32

     

(2)

When a coin is tossed three times, outcomes are:

          {HHH, HHT, HTH, THH, THT, TTH, HTT, and TTT}

Outcomes when tails does not follows a head (only once):

          {HHH, THH, TTT, TTH}

Outcomes when tail follows a head:

          {HHT, HTT, HTH, THT}

   Probability distribution table is given by

Xi 0 1
P(Xi) 1/2 1/2

Mean (μ)=XiPi=12

and variance (σ2)=Xi2Piμ2=1214=14

  64(μ+σ2)=64(12+14)=64×34=48.



Q 20 :

For a statistical data x1,x2,...,x10 of 10 values, a student obtained the mean as 5.5 and i=110xi2=371. He later found that he had noted two values in the data incorrectly as 4 and 5, instead of the correct values 6 and 8, respectively. The variance of the corrected data is          [2025]

  • 7

     

  • 5

     

  • 9

     

  • 4

     

(1)

i=110xi=5.5×10=55

Correct mean =i=110xi45+6+810=559+1410=6

Corrected i=110xi2=3714252+62+82=430

Corrected variance =Correctedi=110xi210(Corrected x)2

                                        =43010(6)2=4336=7



Q 21 :

Three defective oranges are accidently mixed with seven good ones and on looking at them, it is not possible to differentiable between them. Two oranges are drawn at random from the lot. If x denote the number of defective oranges, then the variance of x is          [2025]

  • 1825

     

  • 1425

     

  • 2875

     

  • 2675

     

(3)

Given, x denote the number of defective oranges, out of two. So, the probability distribution is given below as:

xi x = 0 x = 1 x = 2
P(x=xi) C27C210=715 C17×C13C210=715 C23C210=115

 

Mean (μ)=i=02xipi=915=35

and σ2=i=02pixi2μ2=1115(35)2=2875



Q 22 :

Let x1,x2,...,x10 be ten observations such that i=110(xi2)=30, i=110(xiβ)2=98, β>2, and their variance is 45. If μ and σ2 are respectively the mean and the variance of 2(x11)+4β,2(x21)+4β,...,2(x101)+4β, then βμσ2 is equal to :          [2025]

  • 100

     

  • 110

     

  • 120

     

  • 90

     

(1)

We have, i=110(xi2)=30  i=110xi2×10=30

 i=110xi=50

Now, variance =45  45=110xi2(xi10)2

 45=110xi225  xi2=258

Now, i=110(xiβ)2=98  i=110(xi22βxi+β2)=98

 2582β·50+10β2=98

 10β2100β+160=0

 (β8)(β2)=0  β=8          [ β>2]

Now, μ=110i=110[2(xi1)+4β]

                =110[2i=110xi20+40β]

                =110[2×5020+320]=40

σ2=22(45)=165

  βμσ2=8×40×56=100.



Q 23 :

The variance of the numbers 8, 21, 34, 47, ..., 320 is __________.          [2025]



(8788)

Since given numbers are in A.P.

  8+(n1)13=320  13n=325  n=25

Number of terms = 25

Now, Mean =xin=8+21+...+32025=252(8+320)25=164

and variance (σ2)=xi2n-(mean)2

=82+212+...+320225(164)2=n=125(13n5)22526896

=n=125(169n2+25130n)2526896

=169×25×26×516+625130×25×2622526896

= 35684 –26896 = 8788.



Q 24 :

The mean and variance of a set of 15 numbers are 12 and 14 respectively. The mean and variance of another set of 15 numbers are 14 and σ2 respectively. If the variance of all the 30 numbers in the two sets is 13, then σ2 is equal to            [2023]

  • 10

     

  • 11

     

  • 12

     

  • 9

     

(1)

Combine variance

=n1σ12+n2σ22n1+n2+n1n2(m1-m2)2(n1+n2)2

13=15·14+15·σ230+15·15(12-14)230×30

13=14+σ22+44σ2=10



Q 25 :

Let the mean and variance of 12 observations be 92 and 4 respectively. Later on, it was observed that two observations were considered as 9 and 10 instead of 7 and 14 respectively. If the correct variance is mn?, where m and n are coprime, then m+n is equal to             [2023]

  • 314

     

  • 315 

     

  • 317

     

  • 316

     

(3)

Incorrect mean = 92

Incorrect xi=92×12=54

So, correct mean =54+7+14-9-1012=5612=143

And 4=Incorrect xi212-(92)2 Incorrect xi2=291

Now, correct (xi2)=291+72+142-92-102=355

So, correct variance =35512-(143)2=28136=mn

  m+n=281+36=317



Q 26 :

Let μ be the mean and σ be the standard deviation of the distribution

xi 0 1 2 3 4 5
fi k+2 2k k2-1 k2-1 k2+1 k-3

 

where fi=62. If [x] denotes the greatest integer x, then [μ2+σ2] is equal to                [2023]

  • 8

     

  • 6

     

  • 9

     

  • 7

     

(1)

We have, fi=62  

3k2+4k-2=623k2+16k-12k-64=0

k(3k+16)-4(3k+16)=0

k=4,-163 (not possible)

  k=4, σ2=fixi2fi-μ2

σ2=8×12+15×22+15×32+17×42+5262-μ2

σ2+μ2=50062[σ2+μ2]=8



Q 27 :

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 and adding 2 to each element of B. Then the sum of the mean and variance of the elements of C is ______.           [2023]

  • 32  

     

  • 38          

     

  • 40

     

  • 36

     

(2)

A={a1,a2,a3,a4,a5},  B={b1,b2,b3,b4,b5}
  
Given, i=15ai=25,  i=15bi=40

i=15ai25-(i=15ai5)2=12,  i=15bi25-(i=15bi5)2=20

i=15ai2=185,    i=15bi2=420

Now, C={C1,C2,,C10}

Such that  Ci={ai-3,i=1,2,3,4,5bi+2,i=6,7,8,9,10

  Mean of C, C¯=(ai-15)+(bi+10)10=10+5010=6

  σ2= i=110Ci210-(C¯)2=(ai-3)2+(bi+2)210-62

     = ai2+bi2-6ai+4bi+6510-36=32

   Mean+Variance=C¯+σ2=6+32=38



Q 28 :

Let the mean of 6 observations 1, 2, 4, 5, x and y be 5 and their variance be 10. Then their mean deviation about the mean is equal to           [2023]

  • 73

     

  • 83

     

  • 103

     

  • 3

     

(2)

Mean (x¯)=1+2+4+5+x+y6=5 

x+y=18    (i) 

Variance=10

12+22+42+52+x2+y26-25=10 

x2+y2=164    (ii)

Solving (i) and (ii), we get: 

       x=10,  y=8 

Now, M.D(x¯)=|xi-x¯|6=4+3+1+0+5+36=166=83



Q 29 :

The mean and standard deviation of 10 observations are 20 and 8 respectively. Later on, it was observed that one observation was recorded as 50 instead of 40. Then the correct variance is               [2023]

  • 11

     

  • 12

     

  • 14

     

  • 13

     

(4)

 



Q 30 :

The mean and variance of 5 observations are 5 and 8 respectively. If 3 observations are 1, 3, 5, then the sum of cubes of the remaining two observations is        [2023]

  • 1216

     

  • 1456

     

  • 1072

     

  • 1792

     

(3)

Let the missing observations be x and y.

  Mean=1+3+5+x+y5

5=9+x+y5x+y=16                     ...(i)

and variance =x2+y2+355-258=x2+y2+35-1255

  x2+y2=40+90=130                                      ..(ii)

Consider (x+y)2=x2+y2+2xy

256=130+2xy2xy=126

Now, consider (x-y)2

 x2+y2-2xy=130-126(x-y)2=4

 x-y=2         ...(iii)            or           x-y=-2             ...(iv)

Using (i) and (iii), we have x=9 and y=7

Using (i) and (iv), we have x=7 and y=9

 Sum of cubes of x and y=73+93=343+729=1072