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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: 3rd March 2023, 11:00 am
Duration: 3h
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Notes:

  1. All questions are compulsory.
  2. There are 6 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. 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 alphabet e.g.(a)............/(b)........../e)........../(d).......... No mark(s) shall be given if “ONLY" the correct answer or the alphabet of the correct answers 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

The dual of the statement (p ˅ q) ˄ (r ˅ s) is ______.

(p ˄ q) ˄ (r ˄ s)

(p ˄ q) ˅ (r ˄ s)

(p ˅ q) ˅ (r ˅ s)

(p ˅ q) ˄ (r ˅ s)

Concept: undefined - undefined
Chapter: [0.011000000000000001] Mathematical Logic
[1]1.A.ii

If y = x . log x then `dy/dx` = ______.

1

`1/x`

log x

1 + log x

Concept: undefined - undefined
Chapter: [0.013000000000000001] Differentiation
[1]1.A.iii

If y = 2x2 + 22 + a2, then `"dy"/"dx" = ?`

x

4x

2x

-2x

4x + 2a

4x + 4

Concept: undefined - undefined
Chapter: [0.013000000000000001] Differentiation
[1]1.A.iv

A function f is said to be increasing at a point c if ______.

f'(c) = 0

f'(c) > 0

f'(c) < 0

f'(c) = 1

Concept: undefined - undefined
Chapter: [0.013999999999999999] Applications of Derivatives [0.05] Applications of Derivative
[1]1.A.v

`int_0^2 e^x dx` = ______.

e2 – 1

1 – e2 

e – 1

1 – e

Concept: undefined - undefined
Chapter: [0.016] Definite Integration [0.07] Definite Integrals
[1]1.A.vi

The integrating factor of `(dy)/(dx) + y` = e–x is ______.

x

–x

ex

e–x

Concept: undefined - undefined
Chapter: [0.018000000000000002] Differential Equation and Applications
[3]1.B | State whether the following statements are true or false (1 mark each) :
[1]1.B.i

The derivative of f(x) = ax, where a is constant is x.ax-1.

True

False

Concept: undefined - undefined
Chapter: [0.013000000000000001] Differentiation
[1]1.B.ii

`int(1 - x)^(-2)` dx = `(1 - x)^(-1) + c`

True

False

Concept: undefined - undefined
Chapter: [0.015] Integration
[1]1.B.iii

The degree of the differential equation `((d^2y)/dx^2)^2 + (dy/dx)^3` = ax is 3.

True

False

Concept: undefined - undefined
Chapter: [0.018000000000000002] Differential Equation and Applications
[3]1.C | Fill in the following blanks (1 mark each) :
[1]1.C.i

Converse of the statement q `rightarrow` p is ______.

Concept: undefined - undefined
Chapter: [0.01] Mathematical Logic [0.011000000000000001] Mathematical Logic
[1]1.C.ii

If y = (log x)2 the `dy/dx` = ______.

Concept: undefined - undefined
Chapter: [0.013000000000000001] Differentiation
[1]1.C.iii

If 0 < η < 1 then the demand is ______.

Concept: undefined - undefined
Chapter: [0.013999999999999999] Applications of Derivatives
[14]2
[6]2.A | Attempt any TWO of the following (3 marks each) :
[3]2.A.i

Construct the truth table for the following statement pattern.

(p ∧ ~ q) ↔ (q → p)

Concept: undefined - undefined
Chapter: [0.01] Mathematical Logic [0.011000000000000001] Mathematical Logic
[3]2.A.ii

Solve the following:

If `"x"^5 * "y"^7 = ("x + y")^12` then show that, `"dy"/"dx" = "y"/"x"`

Concept: undefined - undefined
Chapter: [0.013000000000000001] Differentiation [0.04] Differentiation
[3]2.A.iii

Evaluate the following.

`int 1/(7 + 6"x" - "x"^2)` dx

Concept: undefined - undefined
Chapter: [0.015] Integration
[8]2.B | Attempt any TWO of the following : (4 marks each)
[4]2.B.i

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

x + 2y + z = 8, 2x + 3y - z = 11, 3x - y - 2z = 5.

Concept: undefined - undefined
Chapter: [0.012] Matrices
[4]2.B.ii
[2]2.B.ii.a

For manufacturing x units, labour cost is 150 – 54x and processing cost is x2. Price of each unit is p = 10800 – 4x2. Find the value of x for which Total cost is decreasing.

Concept: undefined - undefined
Chapter: [0.013999999999999999] Applications of Derivatives [0.05] Applications of Derivative
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[2]2.B.ii.b

For manufacturing x units, labour cost is 150 – 54x and processing cost is x2. Price of each unit is p = 10800 – 4x2. Find the values of x for which Revenue is increasing.

Concept: undefined - undefined
Chapter: [0.013999999999999999] Applications of Derivatives [0.05] Applications of Derivative
[4]2.B.iii

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

Concept: undefined - undefined
Chapter: [0.016] Definite Integration [0.07] Definite Integrals
[14]3
[6]3.A | Attempt any TWO of the following questions (3 marks each):
[3]3.A.i
[1]3.A.i.a

Write the negation of the following statement.

∃ n ∈ N, (n2 + 2) is odd number.

Concept: undefined - undefined
Chapter: [0.01] Mathematical Logic [0.011000000000000001] Mathematical Logic
[1]3.A.i.b

Write the negation of the following statement.

Some continuous functions are differentiable.

Concept: undefined - undefined
Chapter: [0.01] Mathematical Logic [0.011000000000000001] Mathematical Logic
[1]3.A.i.c

Write the negation of the following statement:

(p `rightarrow` q) ∨ (p `rightarrow` r)

Concept: undefined - undefined
Chapter: [0.01] Mathematical Logic [0.011000000000000001] Mathematical Logic
[3]3.A.ii

A rod of 108 m long is bent to form a rectangle. Find it’s dimensions when it’s area is maximum.

Concept: undefined - undefined
Chapter: [0.013999999999999999] Applications of Derivatives
[3]3.A.iii

Evaluate the following : `int x^3.logx.dx`

Concept: undefined - undefined
Chapter: [0.015] Integration
[4]3.B | Attempt any ONE of the following:
[4]3.B.i

Find the area of the region bounded by the parabola y2 = 4x and the line x = 3.

Concept: undefined - undefined
Chapter: [0.017] Applications of Definite Integration
[4]3.B.ii

For the differential equation, find the particular solution (x – y2x) dx – (y + x2y) dy = 0 when x = 2, y = 0

Concept: undefined - undefined
Chapter: [0.018000000000000002] Differential Equation and Applications
[4]3.C | Attempt any ONE of the following questions (Activity):
[4]3.C.i

If A = `[(4, 3, 2),(-1, 2, 0)]`, B = `[(1, 2),(-1, 0),(1, -2)]`

Find (AB)–1 by adjoint method.

Solution:

AB = `[(4, 3, 2),(-1, 2, 0)] [(1, 2),(-1, 0),(1, -2)]`

AB = [  ]

|AB| =  `square`

M11 = –2  ∴ A11 = (–1)1+1 . (–2) = –2

M12 = –3     A12 = (–1)1+2 . (–3) = 3

M21 = 4       A21 = (–1)2+1 . (4) = –4

M22 = 3       A22 = (–1)2+2 . (3) = 3

Cofactor Matrix [Aij] = `[(-2, 3),(-4, 3)]`

adj (A) = [  ]

A–1 = `1/|A| . adj(A)`

A–1 = `square`

Concept: undefined - undefined
Chapter: [0.012] Matrices [0.02] Matrices
[4]3.C.ii

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.

Solution:

Let N be the number of bacteria present at time ‘t’.

Since the rate of increase of N is proportional to N, the differential equation can be written as –

`(dN)/dt αN`

∴ `(dN)/dt` = KN, where K is constant of proportionality

∴ `(dN)/N` = k . dt

∴ `int 1/N dN = K int 1 . dt`

∴ log N = `square` + C   ...(1)

When t = 0, N = N0 where N0 is initial number of bacteria.

∴ log N0 = K × 0 + C

∴ C = log N0

Also when t = 4, N = 2N0

∴ log (2 N0) = K . 4 + `square`   ...[From (1)]

∴ `log((2N_0)/N_0)` = 4K,

∴ log 2 = 4K

∴ K = `square`   ...(2)

Now N = ? when t = 12

From (1) and (2)

log N = `1/4 log 2  . (12) + log N_0`

log N – log N0 = 3 log 2

∴ `log(N_0/N_0)` = `square`

∴ N = 8 N0

∴ Bacteria are increased 8 times in 12 hours.

Concept: undefined - undefined
Chapter: [0.018000000000000002] Differential Equation and Applications
Section - II
[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 sum due is also called as ______.

Face value

Present value

Cash value

True discount

Concept: undefined - undefined
Chapter: [0.021] Commission, Brokerage and Discount
[1]4.A.ii

______ is a series of constant cash flows over a limited period of time.

Perpetuity

Annuity

Present value

Future value

Concept: undefined - undefined
Chapter: [0.022000000000000002] Insurance and Annuity
[1]4.A.iii

bYX is ______.

Regression coefficient of Y on X

Regression coefficient of X on Y

Correlation coefficient between X and Y

Covariance between X and Y

Concept: undefined - undefined
Chapter: [0.023] Linear Regression [0.13] Regression Analysis Introduction
[1]4.A.iv

The complicated but efficient method of measuring trend of time series is ______.

graphical method

method of moving average

method of least squares

method of addition

Concept: undefined - undefined
Chapter: [0.024] Time Series
[1]4.A.v

Quantity Index Number by Weighted Aggregate Method is given by ______.

`sum("q"_1"w")/("q"_0"w") xx 100`

`sum("q"_0"w")/("q"_1"w") xx 100`

`(sum"q"_1"w")/(sum"q"_0"w") xx 100`

`(sum"q"_0"w")/(sum"q"_1"w") xx 100`

Concept: undefined - undefined
Chapter: [0.025] Index Numbers
[1]4.A.vi

If the corner points of the feasible region are (0, 0), (3, 0), (2, 1) and `(0, 7/3)` the maximum value of z = 4x + 5y is ______.

12

13

`(35)/(2)`

0

Concept: undefined - undefined
Chapter: [0.026000000000000002] Linear Programming
[3]4.B | State whether the following statements are true or false : (1 mark each)
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[1]4.B.i

The banker’s discount is also called true discount.

True

False

Concept: undefined - undefined
Chapter: [0.021] Commission, Brokerage and Discount
[1]4.B.ii

Laspeyre’s Price Index Number uses current year’s quantities as weights.

True

False

Concept: undefined - undefined
Chapter: [0.025] Index Numbers
[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: [0.027000000000000003] Assignment Problem and Sequencing [0.15] Management Mathematics
[3]4.C | Fill in the blanks : (1 mark each)
[1]4.C.i

The date by which the buyer is legally allowed to pay the amount is known as _______.

Concept: undefined - undefined
Chapter: [0.021] Commission, Brokerage and Discount
[1]4.C.ii

Walsh’s Price Index Number is given by _______.

Concept: undefined - undefined
Chapter: [0.025] Index Numbers
[1]4.C.iii

Graphical solution set of the inequations x ≥ 0 and y ≤ 0 lies in ______ quadrant.

Concept: undefined - undefined
Chapter: [0.026000000000000002] Linear Programming
[14]5
[6]5.A | Attempt any TWO of the following question : (3 marks each)
[3]5.A.i

An agent places insurance for ₹ 4,00,000 on life of a person. The premium is to be paid annually at the rate of ₹ 35 per thousand per annum. Find the agent’s commission at 15% on the premium.

Concept: undefined - undefined
Chapter: [0.021] Commission, Brokerage and Discount
[3]5.A.ii

For a bivariate data:

`sum(x - overlinex)^2` = 1200, `sum(y - overliney)^2` = 300, `sum(x - overlinex)(y - overliney)` = – 250

Find: 

  1. byx
  2. bxy
  3. Correlation coefficient between x and y.
Concept: undefined - undefined
Chapter: [0.023] Linear Regression
[3]5.A.iii

The following table shows gross capital information (in Crore ₹) for years 1966 to 1975:

Years 1966 1967 1968 1969 1970
Gross Capital information 20 25 25 30 35
Years 1971 1972 1973 1974 1975
Gross Capital information 30 45 40 55 65

Obtain trend values using 5-yearly moving values.

Concept: undefined - undefined
Chapter: [0.024] Time Series
[8]5.B | Attempt any TWO of the following questions : (4 marks each)
[4]5.B.i

Solve the following L.P.P. by graphical method:

Maximize: Z = 4x + 6y

Subject to 3x + 2y ≤ 12, x + y ≥ 4, x, y ≥ 0.

Concept: undefined - undefined
Chapter: [0.026000000000000002] Linear Programming
[4]5.B.ii

A marketing manager has list of salesmen and territories. Considering the travelling cost of the salesmen and the nature of territory, the marketing manager estimates the total of cost per month (in thousand rupees) for each salesman in each territory. Suppose these amounts are as follows:

Salesman Territories
  I II III IV V
A 11 16 18 15 15
B 7 19 11 13 17
C 9 6 14 14 7
D 13 12 17 11 13

Find the assignment of salesman to territories that will result in minimum cost.

Concept: undefined - undefined
Chapter: [0.027000000000000003] Assignment Problem and Sequencing
[4]5.B.iii

A random variable X has the following probability distribution:

x 1 2 3 4 5 6 7
P(x) k 2k 2k 3k k2 2k2 7k2 + k

Find:

  1. k
  2. P(X < 3)
  3. P(X > 4)
Concept: undefined - undefined
Chapter: [0.027999999999999997] Probability Distributions [0.14] Random Variable and Probability Distribution
[14]6
[6]6.A | Attempt any TWO of the following questions : (3 marks each)
[3]6.A.i

An agent was paid ₹ 88,000 as a commission on the sales of computers at the rate of 12.5%. If the price of each computer was ₹ 32,000, how many computers did he sell?

Concept: undefined - undefined
Chapter: [0.021] Commission, Brokerage and Discount
[3]6.A.ii

The publisher of a magazine wants to determine the rate of increase in the number of subscribers. The following table shows the subscription information for eight consecutive years:

Years 1976 1977 1978 1979
No. of subscribers
(in millions)
12 11 19 17
Years 1980 1981 1982 1983
No. of subscribers
(in millions)
19 18 20 23

Fit a trend line by graphical method.

Concept: undefined - undefined
Chapter: [0.024] Time Series
[3]6.A.iii

Solve the following problem :

If X follows Poisson distribution such that P(X = 1) = 0.4 and P(X = 2) = 0.2, find variance of X.

Concept: undefined - undefined
Chapter: [0.027999999999999997] Probability Distributions [0.14] Random Variable and Probability Distribution
[4]6.B | Attempt any ONE of the following questions :
[4]6.B.i

For the following data, find the regression line of Y on X

X 1 2 3
Y 2 1 6

Hence find the most likely value of y when x = 4.

Concept: undefined - undefined
Chapter: [0.023] Linear Regression
[4]6.B.ii

Calculate Marshall – Edgeworth’s price index number for the following data:

Commodity Base year Current year
Price Quantity Price Quantity
P 12 20 18 24
Q 14 12 21 16
R 8 10 12 18
S 16 15 20 25
Concept: undefined - undefined
Chapter: [0.025] Index Numbers
[4]6.C | Attempt any ONE of the following questions (Activity) :
[4]6.C.i

Six jobs are performed on Machines M1 and M2 respectively. Time in hours taken by each job on each machine is given below:

Jobs `→` A B C D E F
Machines `↓`
M1 3 12 5 2 9 11
M2 8 10 9 6 3 1

Determine the optimal sequence of jobs and find total elapsed time. Also find the idle time for machines M1 and M2.

Solution:

Given jobs can be arranged in optimal sequence as,

D A C B E F

 

Jobs Machine M1 Machine M2
  In Out In Out
D 0 2 `square` 8
A 2 5 8 16
C 5 10 16 25
B 10 22 25 35
E 22 31 35 38
F 31 42 `square` 43

Total Elapsed time = `square` hrs.

Idle time for Machine M1 = 43 – 42 = 1 hour.

Idle time for Machine M2 = `square` hrs.

Concept: undefined - undefined
Chapter: [0.027000000000000003] Assignment Problem and Sequencing
[4]6.C.ii

A pair of dice is thrown 3 times. If getting a doublet is considered a success, find the probability of getting at least two success.

Solution:

A pair of dice is thrown 3 times.

∴ n = 3

Let x = number of success (doublets)

p = probability of success (doublets)

∴  p = `square`, q = `square`

∴ x ∼ B (n, p)

P(x) = nCxpx qn–x

Probability of getting at least two success means x ≥ 2.

∴ P(x ≥ 2) = P(x = 2) + P(x = 3)

= `square` + `square`

= `2/27`

Concept: undefined - undefined
Chapter: [0.027999999999999997] Probability Distributions

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