Q: A researcher flips a coin 200 times and observes 120 heads. Using the frequentist approach, what is the probability of getting heads?

$$P(\text{heads}) = \frac{120}{200} = 0.6$$

Q: A bag contains 5 red balls and 7 blue balls. What is the probability of randomly selecting a red ball using the classical definition?

$$P(\text{red}) = \frac{5}{12}$$

Q: A company records the number of times a machine fails in 1000 operations and finds 20 failures. What is the empirical probability of failure?

$$P(\text{failure}) = \frac{20}{1000} = 0.02$$

Q: A box contains 3 green, 2 blue, and 5 yellow marbles. What is the probability of randomly selecting a blue marble?

$$P(\text{blue}) = \frac{2}{10}$$

Question 1

Which of the following best defines a sample space in probability theory?

Accepted Answer

The set of all possible outcomes of an experiment.

Question 2

A fair six-sided die is rolled. What is the probability of rolling an even number using the classical definition of probability?

Accepted Answer

$$P(A) = \frac{3}{6} = 0.5$$

Question 3

Which of the following scenarios best illustrates the use of subjective probability?

Accepted Answer

Estimating the chance of rain tomorrow based on your personal experience and intuition.

Question 4

If an experiment consists of tossing two coins, which of the following is the correct sample space?

Accepted Answer

$$S = \{HH, HT, TH, TT\}$$

Question 5

A researcher flips a coin 200 times and observes 120 heads. Using the frequentist approach, what is the probability of getting heads?

Accepted Answer

$$P(	ext{heads}) = \frac{120}{200} = 0.6$$

Question 6

Which of the following is NOT a requirement for a probability assignment?

Accepted Answer

The probability of any event must be greater than 1.

Question 7

A bag contains 5 red balls and 7 blue balls. What is the probability of randomly selecting a red ball using the classical definition?

Accepted Answer

$$P(	ext{red}) = \frac{5}{12}$$

Question 8

Which of the following best describes an event in probability?

Accepted Answer

A subset of the sample space.

Question 9

A weather forecaster says there is a 70% chance of rain tomorrow. This probability is most likely:

Accepted Answer

Subjective probability

Question 10

If $$P(A) = 0.3$$ and $$P(B) = 0.4$$ for two mutually exclusive events, what is $$P(A \cup B)$$?

Accepted Answer

$$P(A \cup B) = 0.7$$

Question 11

Which of the following is an example of a classical probability experiment?

Accepted Answer

Drawing a card from a well-shuffled standard deck.

Question 12

A student claims the probability of passing a difficult exam is 0.8 based on their own preparation and confidence. This is an example of:

Accepted Answer

Subjective probability

Question 13

If the probability of event $$A is$$ $$0.25$$, what is the probability of the complement of $$A$$?

Accepted Answer

$$P(A^c) = 0.75$$

Question 14

A company records the number of times a machine fails in 1000 operations and finds 20 failures. What is the empirical probability of failure?

Accepted Answer

$$P(	ext{failure}) = \frac{20}{1000} = 0.02$$

Question 15

Which of the following statements about probability is FALSE?

Accepted Answer

The probability of an event can be negative.

Question 16

A box contains 3 green, 2 blue, and 5 yellow marbles. What is the probability of randomly selecting a blue marble?

Accepted Answer

$$P(	ext{blue}) = \frac{2}{10}$$

Question 17

Which of the following best describes the frequentist interpretation of probability?

Accepted Answer

Probability is the long-run relative frequency of an event after many repetitions.

Question 18

If $$P(A) = 0.4$$ and $$P(B) = 0.5$$ for two independent events, what is $$P(A \cap B)$$?

Accepted Answer

$$P(A \cap B) = 0.2$$

Question 19

A medical test for a rare disease gives a positive result in 2 out of 1000 healthy people. What is the probability that a healthy person tests positive?

Accepted Answer

$$P(	ext{positive}) = \frac{2}{1000} = 0.002$$

Question 20

Which of the following is an example of an experiment in probability?

Accepted Answer

Flipping a coin and recording the result.

Fundamentals of Probability: Concepts and Types

Guida di studio - Domande di pratica

Study guide - Flashcard