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.
- 19
- 50
- 180 min
- 8
- 2
- 9
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Question 2
Mode of the data is “Bad”.
Median of the data is “Excellent”.
Mode of the data is “Excellent”.
The given data is bimodal.
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Mode of the data is “Excellent”.
Question 3
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)?
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Question 4
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Question 5
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.
The sample is all employees working at the multinational corporation.
The population is all employees working at the multinational corporation.
The sample is randomly selected group of 50 employees from the company’s global workforce.
The population is randomly selected group of 50 employees from the company’s global workforce.
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The population is all employees working at the multinational corporation.
The sample is randomly selected group of 50 employees from the company’s global workforce.
Question 6
Choose the correct option(s) from the following:
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Question 7
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.
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Correct answer: 0.22 (accepted within ±0.03)
Question 8
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.
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Correct answer: 0.48 (accepted within ±0.03)
Question 9
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 ?
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Correct answer: 10
Question 10
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?
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Correct answer: 64
Question 11
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Correct answer: 4
Question 12
Based on the above data, answer the given subquestions.
Find the probability mass function of X.
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Question 13
Based on the above data, answer the given subquestions.
What is the value of E(X)? Enter the answer correct to one decimal place.
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Correct answer: 1.2
Question 14
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.
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Correct answer: 0.6
Question 15
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?
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Question 16
Suppose a random variable X follows an exponential distribution with mean 5.
Based on the above data, answer the given subquestions.
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Question 17
Suppose a random variable X follows an exponential distribution with mean 5.
Based on the above data, answer the given subquestions.
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Question 18
Based on the above data, answer the given subquestions.
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Correct answer: 6
Question 19
Based on the above data, answer the given subquestions.
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Correct answer: 0.08 (accepted within ±0.03)
