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SCERT Maharashtra solutions for Mathematics and Statistics (Arts and Science) [English] 12 Standard HSC chapter 2.7 - Probability Distributions [Latest edition]

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SCERT Maharashtra solutions for Mathematics and Statistics (Arts and Science) [English] 12 Standard HSC chapter 2.7 - Probability Distributions - Shaalaa.com
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Solutions for Chapter 2.7: Probability Distributions

Below listed, you can find solutions for Chapter 2.7 of Maharashtra State Board SCERT Maharashtra for Mathematics and Statistics (Arts and Science) [English] 12 Standard HSC.


MCQVery Short AnswersShort Answers IShort Answers IILong Answers III
MCQ

SCERT Maharashtra solutions for Mathematics and Statistics (Arts and Science) [English] 12 Standard HSC 2.7 Probability Distributions MCQ

2 Mark each

MCQ | Q 1

Let the p.m.f. of a random variable X be P(x) = `(3 - x)/10`, for x = −1, 0, 1, 2 = 0, otherwise Then E(x) is ______

  • 1

  • 2

  • 0

  • –1

MCQ | Q 2

c.d.f. of a discrete random variable X is

  • an identity function

  • a step function

  • an even function

  • an odd function

MCQ | Q 3

If X denotes the number on the uppermost face of cubic die when it is tossed, then E(X) is ______

  • `2/7`

  • `7/2`

  • 1

  • `1/2`

MCQ | Q 4

A random variable X has the following probability distribution

X 2 3 4
P(x) 0.3 0.4 0.3

Then the variance of this distribution is

  • 0.6

  • 0.7

  • 0.77

  • 0.66

MCQ | Q 5

For the random variable X, if V(X) = 4, E(X) = 3, then E(x2) is ______

  • 9

  • 13

  • 12

  • 7

MCQ | Q 6

If a d.r.v. X takes values 0, 1, 2, 3, … with probability P(X = x) = k(x + 1) × 5–x, where k is a constant, then P(X = 0) = ______

  • `7/25`

  • `16/25`

  • `18/25`

  • `19/25`

MCQ | Q 7

The p.m.f. of a d.r.v. X is P(X = x) = `{{:(((5),(x))/2^5",", "for"  x = 0","  1","  2","  3","  4","  5),(0",", "otherwise"):}` If a = P(X ≤ 2) and b = P(X ≥ 3), then

  • a < b

  • a > b

  • a = b

  • a + b = 2

MCQ | Q 8

If the p.m.f. of a d.r.v. X is P(X = x) = `{{:(x/("n"("n" + 1))",", "for"  x = 1","  2","  3","  .... "," "n"),(0",", "otherwise"):}`, then E(X) = ______

  • `"n" + 1/2`

  • `"n"/3 + 1/6`

  • `"n"/2 + 1/5`

  • `"n" + 1/3`

MCQ | Q 9

If the p.m.f. of a d.r.v. X is P(X = x) = `{{:(("c")/x^3",", "for"  x = 1","  2","  3","),(0",", "otherwise"):}` then E(X) = ______

  • `343/297`

  • `294/251`

  • `297/294`

  • `294/297`

MCQ | Q 10

If a d.r.v. X has the following probability distribution:

X –2 –1 0 1 2 3
P(X = x) 0.1 k 0.2 2k 0.3 k

then P(X = –1) is ______

  • `1/10`

  • `2/10`

  • `3/10`

  • `4/10`

MCQ | Q 11

If a d.r.v. X has the following probability distribution:

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

then k = ______

  • `1/7`

  • `1/8`

  • `1/9`

  • `1/10`

Very Short Answers

SCERT Maharashtra solutions for Mathematics and Statistics (Arts and Science) [English] 12 Standard HSC 2.7 Probability Distributions Very Short Answers

Very Short Answers | Q 1

Let X represent the difference between the number of heads and the number of tails when a coin is tossed 6 times. What are the possible values of X?

Very Short Answers | Q 2

An urn contains 5 red and 2 black balls. Two balls are drawn at random. X denotes number of black balls drawn. What are possible values of X?

Very Short Answers | Q 3. (i)

State if the following is not the probability mass function of a random variable. Give reasons for your answer.

X 0 1 2
P(X) 0.4 0.4 0.2
Very Short Answers | Q 3. (ii)

State if the following is not the probability mass function of a random variable. Give reasons for your answer.

X 0 1 2 3 4
P(X) 0.1 0.5 0.2 − 0.1 0.2
Very Short Answers | Q 3. (iii)

State if the following is not the probability mass function of a random variable. Give reasons for your answer.

X 0 1 2
P(X) 0.1 0.6 0.3
Very Short Answers | Q 3. (iv)

State if the following is not the probability mass function of a random variable. Give reasons for your answer.

Y −1 0 1
P(Y) 0.6 0.1 0.2
Very Short Answers | Q 4

Find mean for the following probability distribution.

X 0 1 2 3
P(X = x) `1/6` `1/3` `1/3` `1/6`
Very Short Answers | Q 5

State if the following is not the probability mass function of a random variable. Give reasons for your answer

Z 3 2 1 0 −1
P(Z) 0.3 0.2 0.4 0 0.05
Short Answers I

SCERT Maharashtra solutions for Mathematics and Statistics (Arts and Science) [English] 12 Standard HSC 2.7 Probability Distributions Short Answers I

2 Marks

Short Answers I | Q 1

Find the expected value and variance of r.v. X whose p.m.f. is given below.

X 1 2 3
P(X = x) `1/5` `2/5` `2/5`
Short Answers I | Q 2

Find the probability distribution of number of heads in two tosses of a coin.

Short Answers I | Q 3

The probability distribution of X is as follows:

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

Find k and P[X < 2]

Short Answers I | Q 4. (i)

Solve the following problem :

Following is the probability distribution of a r.v.X.

X – 3 – 2 –1 0 1 2 3
P(X = x) 0.05 0.1 0.15 0.20 0.25 0.15 0.1

Find the probability that X is positive.

Short Answers I | Q 4. (ii)

Solve the following problem:

Following is the probability distribution of a r.v.X.

X – 3 – 2 –1 0 1 2 3
P(X = x) 0.05 0.1 0.15 0.20 0.25 0.15 0.1

Find the probability that X is odd.

Short Answers I | Q 5

In the p.m.f. of r.v. X

X 1 2 3 4 5
P (X) `1/20` `3/20` a 2a `1/20`

Find a and obtain c.d.f. of X. 

Short Answers II

SCERT Maharashtra solutions for Mathematics and Statistics (Arts and Science) [English] 12 Standard HSC 2.7 Probability Distributions Short Answers II

3 Marks

Short Answers II | Q 1

Find the probability distribution of the number of successes in two tosses of a die, where a success is defined as number greater than 4 appears on at least one die.

Short Answers II | Q 2

A coin is biased so that the head is 3 times as likely to occur as tail. If the coin is tossed twice, find the probability distribution of number of tails.

Short Answers II | Q 3

A random variable X has the following probability distribution:

X 0 1 2 3 4 5 6 7
P(X) 0 k 2k 2k 3k k2 2k2 7k2 + k

Determine:

  1. k
  2. P(X < 3)
  3. P( X > 4)
Short Answers II | Q 4

Find the probability distribution of the number of doublets in three throws of a pair of dice

Short Answers II | Q 5

Find the mean and variance of the number randomly selected from 1 to 15

Short Answers II | Q 6

Solve the following problem :

Let the p. m. f. of the r. v. X be

`"P"(x) = {((3 - x)/(10)", ","for"  x = -1", "0", "1", "2.),(0,"otherwise".):}`
Calculate E(X) and Var(X).

Short Answers II | Q 7

Find the probability distribution of the number of successes in two tosses of a die, where a success is defined as six appears on at least one die

Long Answers III

SCERT Maharashtra solutions for Mathematics and Statistics (Arts and Science) [English] 12 Standard HSC 2.7 Probability Distributions Long Answers III

4 Marks

Long Answers III | Q 1

Let a pair of dice be thrown and the random variable X be the sum of the numbers that appear on the two dice. Find the mean or expectation of X and variance of X

Long Answers III | Q 2

Two cards are drawn simultaneously (or successively without replacement) from a well shuffled pack of 52 cards. Find the mean, variance and standard deviation of the number of kings drawn.

Long Answers III | Q 3

Two numbers are selected at random (without replacement) from the first six positive integers. Let X denote the larger of the two numbers obtained. Find E(X).

Long Answers III | Q 4

In a meeting, 70% of the members favour and 30% oppose a certain proposal. A member is selected at random and we take X = 0 if he opposed, and X = 1 if he is in favour. Find E(X) and Var(X).

Long Answers III | Q 5

The following is the c.d.f. of r.v. X:

X −3 −2 −1 0 1 2 3 4
F(X) 0.1 0.3 0.5 0.65 0.75 0.85 0.9 1

Find p.m.f. of X.
i. P(–1 ≤ X ≤ 2)
ii. P(X ≤ 3 / X > 0).

Long Answers III | Q 6

Solve the following problem :

A player tosses two coins. He wins ₹ 10 if 2 heads appear, ₹ 5 if 1 head appears, and ₹ 2 if no head appears. Find the expected value and variance of winning amount.

Long Answers III | Q 7

From a lot of 30 bulbs which include 6 defectives, a sample of 4 bulbs is drawn at random with replacement. Find the probability distribution of the number of defective bulbs.

Long Answers III | Q 8

Let X denote the sum of the numbers obtained when two fair dice are rolled. Find the standard deviation of X.

Solutions for 2.7: Probability Distributions

MCQVery Short AnswersShort Answers IShort Answers IILong Answers III
SCERT Maharashtra solutions for Mathematics and Statistics (Arts and Science) [English] 12 Standard HSC chapter 2.7 - Probability Distributions - Shaalaa.com

SCERT Maharashtra solutions for Mathematics and Statistics (Arts and Science) [English] 12 Standard HSC chapter 2.7 - Probability Distributions

Shaalaa.com has the Maharashtra State Board Mathematics Mathematics and Statistics (Arts and Science) [English] 12 Standard HSC Maharashtra State Board solutions in a manner that help students grasp basic concepts better and faster. The detailed, step-by-step solutions will help you understand the concepts better and clarify any confusion. SCERT Maharashtra solutions for Mathematics Mathematics and Statistics (Arts and Science) [English] 12 Standard HSC Maharashtra State Board 2.7 (Probability Distributions) include all questions with answers and detailed explanations. This will clear students' doubts about questions and improve their application skills while preparing for board exams.

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Concepts covered in Mathematics and Statistics (Arts and Science) [English] 12 Standard HSC chapter 2.7 Probability Distributions are Variance of a Random Variable, Expected Value and Variance of a Random Variable, Random Variables and Its Probability Distributions, Types of Random Variables, Probability Distribution of Discrete Random Variables, Probability Distribution of a Continuous Random Variable.

Using SCERT Maharashtra Mathematics and Statistics (Arts and Science) [English] 12 Standard HSC solutions Probability Distributions exercise by students is an easy way to prepare for the exams, as they involve solutions arranged chapter-wise and also page-wise. The questions involved in SCERT Maharashtra Solutions are essential questions that can be asked in the final exam. Maximum Maharashtra State Board Mathematics and Statistics (Arts and Science) [English] 12 Standard HSC students prefer SCERT Maharashtra Textbook Solutions to score more in exams.

Get the free view of Chapter 2.7, Probability Distributions Mathematics and Statistics (Arts and Science) [English] 12 Standard HSC additional questions for Mathematics Mathematics and Statistics (Arts and Science) [English] 12 Standard HSC Maharashtra State Board, and you can use Shaalaa.com to keep it handy for your exam preparation.

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