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HSC Commerce (English Medium) 12th Standard Board Exam - Maharashtra State Board Question Bank Solutions for Mathematics and Statistics

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Mathematics and Statistics
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X : is number obtained on upper most face when a fair die is thrown then E(X) = ______

[16] Probability Distributions
Chapter: [16] Probability Distributions
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The expected value of the sum of two numbers obtained when two fair dice are rolled is ______.

[16] Probability Distributions
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Choose the correct alternative:

For the Poisson distribution ______

[16] Probability Distributions
Chapter: [16] Probability Distributions
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Choose the correct alternative:

A distance random variable X is said to have the Poisson distribution with parameter m if its p.m.f. is given by P(x) = `("e"^(-"m")"m"^"x")/("x"!)` the condition for m is ______

[16] Probability Distributions
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State whether the following statement is True or False:

X is the number obtained on upper most face when a die is thrown, then E(x) = 3.5

[16] Probability Distributions
Chapter: [16] Probability Distributions
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State whether the following statement is True or False:  

A discrete random variable X is said to follow the Poisson distribution with parameter m ≥ 0 if its p.m.f. is given by P(X = x) = `("e"^(-"m")"m"^"x")/"x"`, x = 0, 1, 2, .....

[16] Probability Distributions
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State whether the following statement is True or False:

If n is very large and p is very small then X follows Poisson distribution with n = mp

[16] Probability Distributions
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The probability that a bomb will hit the target is 0.8. Using the following activity, find the probability that, out of 5 bombs, exactly 2 will miss the target

Solution: Let p = probability that bomb miss the target

∴ q = `square`, p = `square`, n = 5.

X ~ B`(5, square)`, P(x) = `""^"n""C"_x"P"^x"q"^("n" - x)`

P(X = 2) =  `""^5"C"_2  square = square`

[16] Probability Distributions
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If X follows Poisson distribution such that P(X = 1) = 0.4 and P(X = 2) = 0.2, using the following activity find the value of m.

Solution: X : Follows Poisson distribution

∴ P(X) = `("e"^-"m" "m"^x)/(x!)`, P(X = 1) = 0.4 and P(X = 2) = 0.2

∴ P(X = 1) = `square` P(X = 2).

`("e"^-"m" "m"^x)/(1!) = square ("e"^-"m" "m"^2)/(2!)`,

`"e"^-"m" = square  "e"^-"m" "m"/2`, m ≠ 0

∴ m = `square`

[16] Probability Distributions
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A dairy plant has five milk tankers, I, II, III, IV and V. Three milk tankers are to be used on five delivery routes A, B, C, D and E. The distances (in kms) between the dairy plant and the delivery routes are given in the following distance matrix.

  I II III IV V
A 150 120 175 180 200
B 125 110 120 150 165
C 130 100 145 160 170
D 40 40 70 70 100
E 45 25 60 70 95

How should the milk tankers be assigned to the chilling center so as to minimize the distance travelled?

[15] Assignment Problem and Sequencing
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If ax2 + 2hxy + by2 = 0, then prove that `(d^2y)/(dx^2)` = 0.

[3] Differentiation
Chapter: [3] Differentiation
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State whether the following statement is true or false:

lf X ∼ P(m) with P(X = 1) = P(X = 2) then m = 1.

[16] Probability Distributions
Chapter: [16] Probability Distributions
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State whether the following statement is true or false:

Dorbish-Bowley's Price Index Number is the square root of the product of Laspeyre's and Paasche's Index Numbers.

[13] Index Numbers
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If P01 (L) = 121, P01 (P) = 100, then P01 (F) = ______.

[13] Index Numbers
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A job production unit has four jobs P, Q, R, and S which can be manufactured on each of the four machines I, II, III, and IV. The processing cost of each job for each machine is given in the following table:

Job Machines
(Processing cost in ₹)
I II III IV
P 31 25 33 29
Q 25 24 23 21
R 19 21 23 24
S 38 36 34 40

Find the optimal assignment to minimize the total processing cost.

[15] Assignment Problem and Sequencing
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Slope of the tangent to the curve y = 6 – x2 at (2, 2) is ______.

[4] Applications of Derivatives
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If X has Poisson distribution with parameter m and P(X = 2) = P(X = 3), then find P(X ≥ 2). Use e–3 = 0.0497.

P[X = x] = `square`

Since P[X = 2] = P[X = 3]

`square` = `square`

`m^2/2 = m^3/6` 

∴ m = `square`

Now, P[X ≥ 2] = 1 – P[x < 2]

= 1 – {P[X = 0] + P[X = 1]

= `1 - {square/(0!) + square/(1!)}`

= 1 – e–3[1 + 3]

= 1 – `square` = `square`

[16] Probability Distributions
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`sqrt((sump_1q_0)/(sump_0q_0)) xx sqrt((sump_1q_1)/(sump_0q_1)) xx 100`

[13] Index Numbers
Chapter: [13] Index Numbers
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Conditions under which the object function is to be maximum or minimum are called ______.

[14] Linear Programming
Chapter: [14] Linear Programming
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A department store has four workers to pack goods. The times (in minutes) required for each worker to complete the packings per item sold is given below. How should the manager of the store assign the jobs to the workers, so as to minimize the total time of packing?

Workers Packing of
  Books Toys Crockery Cutlery
A 3 11 10 8
B 13 2 12 12
C 3 4 6 1
D 4 15 4 9
[15] Assignment Problem and Sequencing
Chapter: [15] Assignment Problem and Sequencing
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