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Mathematics and Statistics Official 2022-2023 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: 2022-2023
Date & Time: 26th July 2023, 11:00 am
Duration: 3h
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General Instructions: 

  1. All question 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 table is allowed. Use of calculator is not allowed.
  5. For L.P.P. problems, graph paper is not necessary. Only rough sketch 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 alphabetical letter. 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 - A
[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

The negation of the proposition “If 2 is prime, then 3 is odd”, is ______.

If 2 is not prime, then 3 is not odd.

2 is prime and 3 is not odd.

2 is not prime and 3 is odd.

If 2 is not prime, then 3 is odd.

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

If A is a non-singular matrix, then det(A–1) = ______.

1

0

det(A)

`1/(det(A)`

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

If y = 2x2 + a2 + 22 then `dy/dx` = ______.

4x

4x + 2a

4x + 4

2x

−2x

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

If the elasticity of demand η = 1, then demand is ______.

constant

inelastic

unitary elastic

elastic

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

`int(1 - x)^(-2) dx` = ______.

(1 − x)−1 + c

(1 + x)−1 + c

(1 − x)−1 − 1 + c

(1 − x)−1 + 1 + c

(1 − x)−1 − x + c

(1 − x)−1 + x + c

Concept: undefined - undefined
Chapter: [5] Integration
[1]1.A.vi

`int_(-7)^7 x^3/(x^2 + 7) * dx` = ______.

7

49

0

`(7)/(2)`

Concept: undefined - undefined
Chapter:
[3]1.B | State whether the following statements are true or false (1 mark each):
[1]1.B.i

p ∧ t ≡ p

True

False

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

`int(f'(x))/(sqrt(f(x))) = sqrt(f(x)) + c`

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 mark each):
[1]1.C.i

To find the value of `int ((1 + log x) )/x dx` the proper substitution is ______.

Concept: undefined - undefined
Chapter: [5] Integration
[1]1.C.ii

Using the definite integration area of the circle x2 + y2 = 25 is ______.

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

The order and degree of `((dy)/(dx))^3 - (d^3y)/(dx^3) + ye^x` = 0 are ______.

Concept: undefined - undefined
Chapter:
[14]2
[6]2.A | Attempt any TWO of the following questions (3 marks each):
[3]2.A.i
[1]2.A.i.1

Write the converse of the implication: 

“If Sanjay studies, then he will go to college.”

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

Write the inverse of the implication: 

“If Sanjay studies, then he will go to college.”

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

Write the contrapositive of the implication: 

“If Sanjay studies, then he will go to college.”

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

If A = `[(3, 1),(-1, 2)]`, prove that A2 – 5A + 7I = 0, where I is unit matrix of order 2

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

If `x^7 * y^9 = (x + y)^16`, then show that `dy/dx = y/x`

Concept: undefined - undefined
Chapter: [3] Differentiation
[8]2.B | Attempt any TWO of the following questions (4 marks each}:
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[4]2.B.i

Solve the following differential equation.

x2y dx − (x3 + y3) dy = 0

Concept: undefined - undefined
Chapter: [8] Differential Equation and Applications
[4]2.B.ii

The total cost of producing x units is ₹ (x2 + 60x + 50) and the price is ₹ (180 − x) per unit. For what units is the profit maximum?

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

Evaluate:

`int x/((x - 1)^2(x + 2)) dx`

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

Using the truth table, prove the following logical equivalence.

p ∧ (q ∨ r) ≡ (p ∧ q) ∨ (p ∧ r)

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

If x = t . log t, y = tt, then show that `dy/dx - y = 0`.

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

Find the area of the region bounded by y = x2, the X-axis and x = 1, x = 4.

Concept: undefined - undefined
Chapter: [7] Applications of Definite Integration
[4]3.B | Attempt any ONE of the following questions:
[4]3.B.i

Express the following equations in matrix form and solve them by the method of reduction.

x + y + z = 1, 2x + 3y + 2z = 2 and x + y + 2z = 4

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

If the demand function is D = `((p + 6)/(p − 3))`, find the elasticity of demand at p = 4.

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

Evaluate: `int_1^3 (root(3)(x + 5))/(root(3)(x + 5) + root(3)(9 - x)) dx`

Solution:

Let I = `int_1^3 (root(3)(x + 5))/(root(3)(x + 5) + root(3)(9 - x)) dx`    ...(i)

By property `int_a^b f(x) dx = int_a^b f(a + b - x)dx`,

I = `int_1^3 square/(root(3)(9 - x) + square)`    ...(ii)

Adding (i) and (ii)

∴ I + 1 = `int_1^3 (root(3)(x + 5))/(root(3)(x + 5) + root(3)(9 - x)) dx + int_1^3 square/(root(3)(9 - x) + square)`

= `int_1^3 (root(3)(x + 5) + root(3)(9 - x))/(root(3)(x + 5) + root(3)(9 - x)) dx`

∴ 2I = `int_1^3 square` dx

= `[square]_1^3`

∴ 2I = `square`

∴ I = 1

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

Solve the differential equation: `dy/dx - y = 2x`

Solution:

The differential equation `dy/dx - y = 2x` is in the form of `dy/dx + py = Q`, where P = −1 and Q = 2x

∴ I.F. = `e^(intP dx) = square`

∴ The solution of the linear differential equation is

∴ `y square = int 2x square dx + c`

= `2{x int e^(-x) dx - int e^(-x) dx * d/dx (x) dx} + c`

= `2{x int square/square - int square/square dx} + c`

∴ `ye^(−x) = −2xe^(−x) + 2∫e^(−x) dx + c`

∴ `ye^(-x) = -2 xe^(-x) + 2((e^(-x))/-1) + c`

∴ `y + square = ce^x` is the required solution of the given differential equation. 

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

The payment date after adding 3 days of grace period is known as ______.

The legal due date

The nominal due date

Days of grace

Date of drawing

Concept: undefined - undefined
Chapter: [9] Commission, Brokerage and Discount
[1]4.A.ii

bXY . bYX = ______.

V(X)

σx

r2

`(σ_y)^2`

Concept: undefined - undefined
Chapter: [11] Linear Regression
[1]4.A.iii

If the corner points of the feasible solution are (0, 10), (2, 2) and (4, 0), then the point of minimum z = 3x + 2y is ______.

(2, 2)

(2, 2)

(0, 10)

(0, 10)

(4, 0)

(4, 0)

(3, 4)

(2, 4)

Concept: undefined - undefined
Chapter: [14] Linear Programming
[1]4.A.iv

If jobs A to D have processing times as 5, 6, 8, 4 on first machine and 4, 7, 9, 10 on second machine then the optimal sequence is ______.

CDAB

DBCA

BCDA

ABCD

ADBC

Concept: undefined - undefined
Chapter: [15] Assignment Problem and Sequencing
[1]4.A.v

If E(X) = m and Var(X) = m then X follows ______.

Binomial distribution

Poisson distribution

Normal distribution

Both Binomial distribution and Poisson distribution

None of the above

Concept: undefined - undefined
Chapter: [16] Probability Distributions
[1]4.A.vi

If X ∼ B`(20, 1/10)` then Var(X) = ______.

`9/5`

2

`5/9`

`1/2`

Concept: undefined - undefined
Chapter:
[3]4.B | State whether the following statements are true or false (1 mark each):
[1]4.B.i

The amount of the claim cannot exceed the amount of loss.

True

False

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

`(sump_0(q_0 + q_1))/(sump_1(q_0 + q_1)) xx 100` is Marshall-Edgeworth’s price index number.

True

False

Concept: undefined - undefined
Chapter: [13] Index Numbers
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[1]4.B.iii

If r.v. X assumes values 1, 2, 3, ..., n with equal probabilities then E(X) = `(n + 1)/(2)`.

True

False

Concept: undefined - undefined
Chapter:
[3]4.C | Fill in the following blanks (1 mark each):
[1]4.C.i

The difference between the banker’s discount and the true discount is called ______.

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

A train carries at least twice as many first class passengers (y) as second class passengers (x). The constraint is given by ______.

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

If F(x) is the distribution function of discrete r.v.x with p.m.f. P(x) = `(x - 1)/(3)` for x = 1, 2, 3 and P(x) = 0 otherwise then F(4) = _______.

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

A lady plans to save for her daughter’s marriage. She wishes to accumulate a sum of ₹ 4,64,100 at the end of 4 years. What amount should she invest every year if she gets an interest of 10% p.a. compounded annually? [Given (1.1)4 = 1.4641]

Concept: undefined - undefined
Chapter: [10] Insurance and Annuity
[3]5.A.ii

The following table shows the production of gasoline in U.S.A. for the years 1962 to 1976.

Year 1962 1963 1964 1965 1966 1967 1968 1969
Production
(million barrels)
0 0 1 1 2 3 4 5
Year 1970 1971 1972 1973 1974 1975 1976  
Production
(million barrels)
6 7 8 9 8 9 10  
  1. Obtain trend values for the above data using 5-yearly moving averages.
  2. Plot the original time series and trend values obtained above on the same graph.
Concept: undefined - undefined
Chapter: [12] Time Series
[3]5.A.iii

Find x if the price index number by the simple aggregate method is 125.

Commodity P Q R S T
Base Year Price (in ₹) 8 12 16 22 18
Current Year Price (in ₹) 12 18 x 28 22
Concept: undefined - undefined
Chapter:
[8]5.B | Attempt any TWO of the following questions (4 marks each):
[4]5.B.i

Minimize z = 7x + y subjected to 5x + y ≥ 5, x + y ≥ 3, x ≥ 0, y ≥ 0.

Concept: undefined - undefined
Chapter: [14] Linear Programming
[4]5.B.ii

A bill of a certain sum drawn on 28th February 2007 for 8 months was encashed on 26th March 2007 for ₹ 10,992 at 14% p.a. Find the face value of the bill.

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

There are five jobs, each of which must go through two machines in the order XY. Processing times (in hours) are given below. Determine the sequence for the jobs that will minimize the total elapsed time. Also find the total elapsed time and idle time for each machine.

Job A B C D E
Machine X 10 2 18 6 20
Machine Y 4 12 14 16 8
Concept: undefined - undefined
Chapter: [15] Assignment Problem and Sequencing
[18]6
[6]6.A | Attempt any TWO of the following questions (3 marks each):
[3]6.A.i

The two regression equations are 5x − 6y + 90 = 0 and 15x − 8y − 130 = 0. Find `bar x, bar y`, r.

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

If ∑p0q0 = 140, ∑p0q1 = 200, ∑p1q0 = 350, ∑p1q1 = 460, find Laspeyre’s, Paasche’s, Dorbish-Bowley’s and Marshall-Edgeworth’s Price Index Numbers.

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

Find the expected value and variance of X using the following p.m.f.

x –2 –1 0 1 2
P(x) 0.2 0.3 0.1 0.15 0.25
Concept: undefined - undefined
Chapter:
[8]6.B | Attempt any ONE of the following questions (4 marks each):
[4]6.B.i

The following results were obtained from records of age (X) and systolic blood pressure (Y) of a group of 10 men.

  X Y
Mean 50 140
Variance 150 165

and `sum (x_i - bar x)(y_i - bar y) = 1120`. Find the prediction of blood pressure of a man of age 40 years.

Concept: undefined - undefined
Chapter: [11] Linear Regression
[4]6.B.ii

Following table shows the number of traffic fatalities (in a state) resulting from drunken driving for the years 1975 to 1983:

Years 1975 1976 1977 1978 1979 1780 1981 1982 1983
No. of deaths 0 6 3 8 2 9 4 5 10

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

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

A company has a team of four salesmen and there are four districts where the company wants to start its business. After taking into account the capabilities of salesmen and the nature of districts, the company estimates that the profit per day in rupees for each salesman in each district is as below:

Salesmen District
1 2 3 4
A 16 10 12 11
B 12 13 15 15
C 15 15 11 14
D 13 14 14 15

Find the assignment of salesmen to various districts which will yield maximum profit.

Solution: It is a maximization problem. Subtract all the elements from `square`.

      `{:(1, 2, 3, 4):}`

`{:("A"), ("B"), ("C"), ("D"):}[(0, 6, 4, 5),(4, 3, 1, 1),(1, 1, 5, 2),(3, 2, 2, 1)]`

∴ Subtract the smallest element of each row from the elements of that row:

      `{:(1, 2, 3, 4):}`

`{:("A"), ("B"), ("C"), ("D"):}[(0, 6, 4, 5),(3, 2, 0, 0),(0, 0, 4, 1),(2, 1, 1, 0)]`

∴ Subtract the smallest element of each column from the elements of that column:

      `{:(1, 2, 3, 4):}`

`{:("A"), ("B"), ("C"), ("D"):}[(0, 6, 4, 5),(3, 2, 0, 0),(0, 0, 4, 1),(2, 1, 1, 0)]`

∴ Since the number of lines covering zeros is equal to the order of the matrix, the optimal solution has reached:

      `{:(1, 2, 3, 4):}`

`{:("A"), ("B"), ("C"), ("D"):}[(0, 6, 4, 5),(3, 2, 0, 0),(0, 0, 4, 1),(2, 1, 1, 0)]`

The optimal solution is obtained.

Salesmen Districts Profits (₹)
A 1 16
B `square` `square`
C `square` `square`
D 4 15

∴ Total profit = ₹ `square`

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

If X has Poisson distribution with parameter m and P[X = 2] = P[X = 3], then find P[X ≥ 2].

[Given: e−3 = 0.0497]

Solution: X ∼ P(m)

∴ P[X = x] = `(e^(-m)m^x)/(x !)`

∴ P[X = 2] = `(e^(-m)m^2)/(2 !)`

∴ P[X = 3] = `square`

Now P[X = 2] = P[X = 3]

∴ `(e^(-m)m^2)/(2 !) = (e^(-m)m^3)/(3 !)`

∴ m = `square`

Now P[X ≥ 2] = 1 − `square`

= 1 − [P(X = 0) + P(X = 1)]

= `1 - [(e^(-3)3^0)/(0!) + (e^(-3)3^1)/(1!)]`

= 1 − e−3[1 + 3]

= 1 − 0.0497 × 4

Hence P[X ≥ 2] is `square`.

Concept: undefined - undefined
Chapter:

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