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May 2024 term · Statistics for Data Science I · BSMA1002

Stats 1 End Term: 1 September 2024, Set QDF3 (May 2024 term)

The IIT Madras BS Statistics for Data Science I (Stats 1) End Term paper sat on 1 Sept 2024, in the May 2024 term, set QDF3: 19 questions for 50 marks in 180 minutes. Every question is below with its answer. Take it as a timed mock test to be marked, or read it through first.

Questions
19
Marks
50
Duration
180 min
MCQ
8
MSQ
2
Numerical
9

Updated

Official paper: IIT M FOUNDATION DIPLOMA AN EXAM QDF3 01 Sep 2024 · No negative marking.

Question 1

+2 marksOne correct option
  1. A
  2. B
  3. C
  4. D
Show answer

Correct answer

  • C

Question 2

+2 marksOne correct option
  1. A

    Mode of the data is “Bad”.

  2. B

    Median of the data is “Excellent”.

  3. C

    Mode of the data is “Excellent”.

  4. D

    The given data is bimodal.

Show answer

Correct answer

  • C

    Mode of the data is “Excellent”.

Question 3

+3 marksOne correct option

There are 10 chocolates in a box out of which 6 are milk chocolates and 4 are dark chocolates. A sample of 4 chocolates is randomly selected (without replacement) from the box. Let random variable X represents the number of milk chocolates in the selected sample. What is the value of P(X = 1)?

  1. A
  2. B
  3. C
  4. D
Show answer

Correct answer

  • D

Question 4

+3 marksOne correct option
  1. A
  2. B
  3. C
  4. D
Show answer

Correct answer

  • B

Question 5

+1 markOne or more correct options

A manager at a multinational corporation wants to assess the satisfaction level of its employees regarding the company’s remote work policy. He randomly selects 50 employees from the company’s global workforce for a survey. Identify the sample and population.

Select all that apply.

  1. A

    The sample is all employees working at the multinational corporation.

  2. B

    The population is all employees working at the multinational corporation.

  3. C

    The sample is randomly selected group of 50 employees from the company’s global workforce.

  4. D

    The population is randomly selected group of 50 employees from the company’s global workforce.

Show answer

Correct answers

  • B

    The population is all employees working at the multinational corporation.

  • C

    The sample is randomly selected group of 50 employees from the company’s global workforce.

Question 6

+2 marksOne or more correct options

Choose the correct option(s) from the following:

Select all that apply.

  1. A
  2. B
  3. C
  4. D
Show answer

Correct answers

  • B
  • D

Question 7

+3 marksNumerical answer

If two dice are thrown, what is the probability that the sum is either 7 or 11? Enter the answer correct to two decimal places.

Show answer

Correct answer: 0.22 (accepted within ±0.03)

Question 8

+3 marksNumerical answer

Suppose person X speaks truth with a probability of 3/5 and person Y speaks truth with a probability of 5/8. If you ask both of them their opinions on a story, what is the probability that their opinions will be contradictory? Enter the answer correct to two decimal places.

Show answer

Correct answer: 0.48 (accepted within ±0.03)

Question 9

+3 marksNumerical answer

If sample correlation coefficient between X and Y is 3/4, sample covariance is 45 and sample variance of X is 36, then what is the value of sample standard deviation of Y ?

Show answer

Correct answer: 10

Question 10

+4 marksNumerical answer

In a cooking competition, contestants are required to prepare a 3-course meal consisting of an appetizer, a main course, and a dessert. Each course can be rated as “Excellent”, “Good”, “Average”, “Fair”, or “Poor”. According to the rules, a contestant must receive at least a “Fair” rating in each course to promote to the next round. What is the total number of ways in which a contestant can be promoted to the next round?

Show answer

Correct answer: 64

Question 11

+4 marksNumerical answer
Show answer

Correct answer: 4

Question 12

+3 marksOne correct option

Based on the above data, answer the given subquestions.

Find the probability mass function of X.

  1. A
  2. B
  3. C
  4. D
Show answer

Correct answer

  • B

Question 13

+2 marksNumerical answer

Based on the above data, answer the given subquestions.

What is the value of E(X)? Enter the answer correct to one decimal place.

Show answer

Correct answer: 1.2

Question 14

+2 marksNumerical answer

A grocery store sells apples with weights between 150 grams and 450 grams. Assume the weight of the apples follows a uniform distribution.
Based on the given information, answer the given subquestions.

What is the probability that a randomly selected apple will have a weight of at least 270 grams? Enter the answer correct to one decimal place.

Show answer

Correct answer: 0.6

Question 15

+3 marksOne correct option

A grocery store sells apples with weights between 150 grams and 450 grams. Assume the weight of the apples follows a uniform distribution.
Based on the given information, answer the given subquestions.

What is the conditional probability that a randomly selected apple will have a weight of more than 300 grams given that it already weighs at least 270 grams?

  1. A
  2. B
  3. C
  4. D
Show answer

Correct answer

  • C

Question 16

+3 marksOne correct option

Suppose a random variable X follows an exponential distribution with mean 5.
Based on the above data, answer the given subquestions.

  1. A
  2. B
  3. C
  4. D
Show answer

Correct answer

  • B

Question 17

+2 marksOne correct option

Suppose a random variable X follows an exponential distribution with mean 5.
Based on the above data, answer the given subquestions.

  1. A
  2. B
  3. C
  4. D
Show answer

Correct answer

  • D

Question 18

+3 marksNumerical answer

Based on the above data, answer the given subquestions.

Show answer

Correct answer: 6

Question 19

+2 marksNumerical answer

Based on the above data, answer the given subquestions.

Show answer

Correct answer: 0.08 (accepted within ±0.03)