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Mathematics and Statistics Official 2023-2024 HSC Commerce (English Medium) 12th Standard Board Exam Question Paper Solution

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Mathematics and Statistics [Official]
Marks: 80 Maharashtra State Board
HSC Commerce (English Medium)
HSC Commerce: Marketing and Salesmanship
HSC Commerce (Marathi Medium)

Academic Year: 2023-2024
Date & Time: 25th July 2024, 11:00 am
Duration: 3h
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General Instructions:

  1. All questions are compulsory.
  2. There are six questions divided into two sections.
  3. Write answers of Section - I and Section - II in the same answer book.
  4. Use of logarithmic tables is allowed. Use of calculator is not allowed.
  5. For L.P.P. and Time Series graph paper is not necessary. Only rough shetch of graph is expected.
  6. Start answer to each question on a new page.
  7.  For each multiple choice type of question, it is mandatory to write the correct
    answer along with its alphabet. e.g., (a)......./ (b)......./ (c)......./ (d)....... No mark(s) shall be given if ONLY the correct answer or the alphabet of the correct answer is written. Only the first attempt will be considered for evaluation.

SECTION - I
[12]1
[6]1.A | Select and write the correct answer of the following multiple choice type of questions (1 mark each).
[1]1.A.i

Which of the following sentences is a statement in logic?

He is a good actor.

Did you eat lunch yet?

Every real number is a complex number.

Bring the motor car here.

Concept: undefined - undefined
Chapter:
[1]1.A.ii

If y = 2x2 + log 2 + 5, then `dy/dx` = ______.

x

4x

2x + log 2

−4x

Concept: undefined - undefined
Chapter:
[1]1.A.iii

If x = 2at2 , y = 4at, then `dy/dx = ?`

`- 1/(2at^2)`

`1/(2at^3)`

`1/t`

`1/(4at^3)`

Concept: undefined - undefined
Chapter: [3] Differentiation
[1]1.A.iv

The equation of the tangent to the curve y = x2 + 4x + 1 at P(−1, −2) is ______.

2x − y = 0

x + 2y + 5 = 0

2x + 4 = 3y

5x + y = 1

Concept: undefined - undefined
Chapter:
[1]1.A.v

`int_(-2)^3 dx/(x + 5)` = ______.

`-log(8/3)`

`log(8/3)`

`log(3/8)`

`-log(3/8)`

`3 log (3/8)`

`-2 log (3/8)`

Concept: undefined - undefined
Chapter:
[1]1.A.vi

The order and degree of the differential equation `(d^2x)/(dt^2) + (dx/dt)^2 + 8 = 0` are ______.

order = 2, degree = 2

order = 1, degree = 2

order = 1, degree = 1

order = 2, degree = 1

Concept: undefined - undefined
Chapter:
[3]1.B |  State whether the following statements are True or False:
[1]1.B.i

Every identity matrix is a scalar matrix.

True

False

Concept: undefined - undefined
Chapter:
[1]1.B.ii

The rate of change of demand (x) of a commodity w.r.t. its price (y) is `dy/dx`.

True

False

Concept: undefined - undefined
Chapter:
[1]1.B.iii

The integrating factor of the differential equation `dy/dx - y = x` is e−x.

True

False

Concept: undefined - undefined
Chapter: [8] Differential Equation and Applications
[3]1.C |  Fill in the following blanks:
[1]1.C.i

If y = x log x, then `(d^2y)/dx^2`= ______.

Concept: undefined - undefined
Chapter: [3] Differentiation
[1]1.C.ii

If the marginal revenue Rm = 40 and elasticity of demand η is 5, then the average revenue RA will be ______.

Concept: undefined - undefined
Chapter:
[1]1.C.iii

Area of the region bounded by y = x4, x = 1, x = 5 and the X-axis is _______.

Concept: undefined - undefined
Chapter: [7] Applications of Definite Integration
[14]2
[6]2.A | Attempt any TWO of the following questions:
[3]2.A.i
[1]2.A.i.1

Write the converse of the following statement:

‘If the train reaches on time, then I can catch the connecting flight.’

Concept: undefined - undefined
Chapter:
[1]2.A.i.2

Write the inverse of the following statement:

‘If the train reaches on time, then I can catch the connecting flight.’

Concept: undefined - undefined
Chapter:
[1]2.A.i.3

Write the contrapositive of the following statement:

‘If the train reaches on time, then I can catch the connecting flight.’

Concept: undefined - undefined
Chapter:
[3]2.A.ii

If A = `[(1, 2), (-1, -2)]`, B = `[(2, a), (-1, b)]` and if (A + B)2 = A2 + B2, find value of a and b.

Concept: undefined - undefined
Chapter:
[3]2.A.iii

Find `dy/dx`, if y = (x)x + (a)x.

Concept: undefined - undefined
Chapter:
[8]2.B | Attempt any TWO of the following questions:
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[4]2.B.i

Evaluate the following.

`int x/(4x^4 - 20x^2 - 3) dx`

Concept: undefined - undefined
Chapter: [5] Integration
[4]2.B.ii

Evaluate:

`int_1^3 log x dx`

Concept: undefined - undefined
Chapter:
[4]2.B.iii

In a certain culture of bacteria, the rate of increase is proportional to the number present. If it is found that the number doubles in 4 hours, find the number of times the bacteria are increased in 12 hours.

Concept: undefined - undefined
Chapter: [8] Differential Equation and Applications
[14]3
[6]3.A | Attempt any TWO of the following questions:
[3]3.A.i

A metal wire of  36 cm length is bent to form a rectangle. Find its dimensions when its area is maximum.

Concept: undefined - undefined
Chapter: [4] Applications of Derivatives
[3]3.A.ii

Evaluate:

`int (2x + 1)/(x(x - 1)(x - 4)) dx`.

Concept: undefined - undefined
Chapter: [5] Integration
[3]3.A.iii

Find the area of the region bounded by y2 = 25x and the line x = 4.

Concept: undefined - undefined
Chapter:
[4]3.B | Attempt any ONE of the following questions:
[4]3.B.i

Using the truth table, verify

~(p → ~q) ≡ p ∧ ~ (~ q) ≡ p ∧ q.

Concept: undefined - undefined
Chapter: [1] Mathematical Logic
[4]3.B.ii

Solve the following equations by method of inversion:

x + y + z = 1, x – y + z = 2 and x + y – z = 3

Concept: undefined - undefined
Chapter:
[4]3.C | Attempt any ONE of the following questions:
[4]3.C.i

The cost C for producing x articles is given as C = x3 − 16x2 + 47x. For what values of x, the average cost is decreasing?

Solution:

Given C = x3 − 16x2 + 47x

Average cost `C_A = C/x`

∴ `C_A = square`

Differentiating w.r.t. x, we get

`d/dx (C_A) = square`

We know that CA is decreasing, if

`d/dx (C_A) square 0`

∴ 2x − 16 < 0

∴ 2x < 16

∴ x < `square`

∴ average cost is decreasing for x ∈ (0, 8).

Concept: undefined - undefined
Chapter:
[4]3.C.ii

Solve the differential equation: `y - x dy/dx = 0`.

Solution: given equation is `y - x dy/dx = 0`

Separating the variables, we get

`dx/square = dy/square`

Integrating, we get

`int dx/square = int dy/square + c`

∴ log x = `square + c`

∴ log x − log y = log c1, where c = log c1

∴ `log (x/y) = log c_1`

∴ `x/square = c_1`

Hence, the required solution is x = c1y.

Concept: undefined - undefined
Chapter:
SECTION-II
[12]4
[6]4.A | Select and write the correct answer of the following multiple choice type of questions:
[1]4.A.i

The date on which the period of the bill expires is called ______.

Legal Due Date

Days of grace

The Nominal Due date

Date of Drawing

grace date

Concept: undefined - undefined
Chapter:
[1]4.A.ii

A person insured a property of ₹ 4,00,000. The rate of premium is ₹ 35 per thousand p.a. The amount of annual premium is ______.

₹ 14,000

₹ 24,000

₹ 34,000

₹ 15,000

Concept: undefined - undefined
Chapter:
[1]4.A.iii

Paasche’s Price Index Number is given by ______.

`(sump_0q_0)/(sump_1q_0) xx 100`

`(sump_0q_1)/(sump_1q_1) xx 100`

`(sump_1q_0)/(sump_0q_0) xx 100`

`(sump_1q_1)/(sump_0q_1) xx 100`

Concept: undefined - undefined
Chapter: [13] Index Numbers
[1]4.A.iv

If jobs I, II, III have processing times as 8, 6, 5 on machine M1 and 8, 3, 4 on machine M2 in the order M1-M2, then the optimal sequence is ______.

I, II, III

I, III, II

II, I, III

III, II, I

Concept: undefined - undefined
Chapter:
[1]4.A.v

If E(X) = 4 and X follows Poisson’s distribution, then V(X) = ______.

2

−2

4

−4

Concept: undefined - undefined
Chapter:
[1]4.A.vi

Three coins are tossed simultaneously. X is the number of heads. Then the expected value of X is ______.

1

1.5

1.9

1.017

Concept: undefined - undefined
Chapter:
[3]4.B |  State whether the following statements are True or False:
[1]4.B.i

In the regression of Y on X, X is the independent variable and Y is the dependent variable.

True

False

Concept: undefined - undefined
Chapter:
[1]4.B.ii

The region represented by the inequalities x ≤ 0, y ≤ 0 lies in the first quadrant.

True

False

Concept: undefined - undefined
Chapter:
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[1]4.B.iii

In an assignment problem, if number of column is greater than number of rows, then a dummy column is added.

True

False

Concept: undefined - undefined
Chapter: [15] Assignment Problem and Sequencing
[3]4.C | Fill in the following blanks:
[1]4.C.i

If an agent charges 12% commission on the sales of ₹ 48,000, then his total commission is ₹ ______.

Concept: undefined - undefined
Chapter:
[1]4.C.ii

The optimal value of the objective function is attained at the ______ points of the feasible region.

Concept: undefined - undefined
Chapter: [14] Linear Programming
[1]4.C.iii

Given p.d.f. of a continuous random variable X is

`f(x) = x/8`, for 0 < x < 4

= 0, otherwise.

Then P(1 < X < 2) = ...........

Concept: undefined - undefined
Chapter:
[14]5
[6]5.A |  Attempt any TWO of the following questions:
[3]5.A.i

Find the rate of interest compounded annually if an immediate annuity of ₹ 20,000 per year amounts to ₹ 41,000 in 2 years.

Concept: undefined - undefined
Chapter:
[3]5.A.ii

Find the Value Index Number using the Simple Aggregate Method in the following example.

Commodity Base Year Current Year
Price Quantity Price Quantity
A 30 22 40 18
B 40 16 60 12
C 10 38 15 24
D 50 12 60 16
E 20 28 25 36
Concept: undefined - undefined
Chapter:
[3]5.A.iii

Five jobs must pass through a lathe and a surface grinder, in that order. The processing times in hours are shown below. Determine the optimal sequence of the jobs. Also, find the total elapsed time:

Jobs I II III IV V
Lathe 4 1 5 2 5
Surface grinder 3 2 4 3 6
Concept: undefined - undefined
Chapter:
[8]5.B | Attempt any TWO of the following questions:
[4]5.B.i

A bill was drawn on 14th April for ₹ 7000 and was discounted on 6th July at 5% p.a. The banker paid ₹ 6930 for the bill. Find the period of the bill.

Concept: undefined - undefined
Chapter:
[4]5.B.ii

The following table gives the production of steel (in millions of tons) for years 1976 to 1986:

Year 1976 1977 1978 1979 1980 1981 1982 1983 1984 1985 1986
Production 0 4 4 2 6 8 5 9 4 10 10

Fit a trend line to the above data by the method of least squares.

Concept: undefined - undefined
Chapter:
[4]5.B.iii

Solve the following LPP by graphical method:

Maximize: z = 7x + 11y, subject to:

3x + 4y ≤ 24, 5x + 3y ≤ 30, x ≥ 0, y ≥ 0.

Concept: undefined - undefined
Chapter:
[14]6
[6]6.A | Attempt any TWO of the following question:
[3]6.A.i
[1.5]6.A.i.1

For bivariate data. `bar x = 53`, `bar y = 28`, byx = −1.2, bxy = −0.3. Find the correlation coefficient between x and y.

Concept: undefined - undefined
Chapter: [11] Linear Regression
[1.5]6.A.i.2

For a bivariate data, `bar x = 53`, `bar y = 28`, byx = −1.5 and bxy = −0.2. Estimate y when x = 50.

Concept: undefined - undefined
Chapter: [11] Linear Regression
[3]6.A.ii

Given that ∑p0q0 = 220, ∑p0q1 = 380, ∑p1q1 = 350 and Marshall-Edgeworth’s Price Index Number is 150, find Laspeyre’s Price Index Number.

Concept: undefined - undefined
Chapter: [13] Index Numbers
[3]6.A.iii

The following data gives the production of bleaching powder (in ’000 tons) for the years 1962 to 1972:

Year 1962 1963 1964 1965 1966 1967 1968 1969 1970 1971 1972
Production 0 0 1 1 4 2 4 9 7 10 8

Obtain the trend values for the above data using 5-yearly moving averages.

Concept: undefined - undefined
Chapter:
[4]6.B | Attempt any ONE of the following questions:
[4]6.B.i

Four new machines M1, M2, M3 and M4 are to be installed in a machine shop. There are five vacant places A, B, C, D and E available. Because of limited space, machine M2 cannot be placed at C and M3 cannot be placed at A. The cost matrix is given below:

Machines Places
A B C D E
M1 4 6 10 5 6
M2 7 4 5 4
M3 6 9 6 2
M4 9 3 7 2 3

Find the optimal assignment schedule.

Concept: undefined - undefined
Chapter: [15] Assignment Problem and Sequencing
[4]6.B.ii

There are 10% defective items in a large bulk of items. What is the probability that a sample of 4 items will include not more than one defective item?

Concept: undefined - undefined
Chapter:
[4]6.C |  Attempt any ONE of the following questions:
[4]6.C.i

The equations of the two regression lines are 3x + 2y − 26 = 0 and 6x + y − 31 = 0. Obtain the correlation coefficient between x and y.

Solution: To find correlation coefficient, we have to find the regression coefficients byx and bxy.

Let 3x + 2y = 26 be equation of the line of regression of y on x.

This gives y = `square` + x + 13

∴ byx = `-3/2`

Now, consider 6x + y = 31 as equation of the line of regression of x on y.

This can be written as x = `square y + 31/6`

∴ byx = `-1/6`

Now, `r^2 = square = 0.25`

As both byx and bxy are negative,

∴ r = `square`

Concept: undefined - undefined
Chapter:
[4]6.C.ii

The probability distribution of X is as follows:

x 0 1 2 3 4
P(X = x) 0.1 k 2k 2k k

Find:

  1. k
  2. P(X < 2)
  3. P(1 ≤ X < 4)
  4. F(2)

Solution: The table gives a probability distribution.

∴ ∑pi = 1       

∴ 0.1 + k + 2k + 2k + k = 1

  1. k = `square`
  2. P(X < 2) = P(X = 0) + P(X = 1) = `square`
  3. P(1 ≤ X < 4) = P(1) + P(2) + P(3) = `square`
  4. F(2) = P(X ≤ 2) = P(0) + P(1) + P(2) = `square`
Concept: undefined - undefined
Chapter:

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