IT1807 Sample Space, Relationships Among Events, and Rules of Probability Examples

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What does probability describe?

Randomness of events

What is theoretical or classical probability based on?

Past experience and judgment

How are subjective probabilities determined?

Based on past experiences

How does probability differ from guarantees?

Probability involves randomness, guarantees involve certainties

What characterizes subjective probabilities?

They are based on past experience and judgment

How can opinion polls be helpful in determining subjective probabilities?

By aiding in assessing likelihood based on public opinions

How many positions are available for placing the 3 leftmost books on the shelf?

3

What is the total number of positions available for placing the other 2 books?

2

How many total positions are there for placing all 5 books?

5

What is a combination?

A way to select objects without considering order

How many possible combinations exist for placing the English, Spanish, and Algebra books to the leftmost part of the shelf followed by the other 2 books?

12

In a combination, what does it mean that each object can be selected only once?

Each object can only be chosen once

How is the multiplication principle of counting applied in the context of selecting lunches?

By multiplying the number of main entrées, fruits, and drinks.

Why does the multiplication principle only work when all choices are independent?

Because dependent choices impact the total number of outcomes.

What is the correct formula used to calculate the total number of possible meals?

$3 \times 4 \times 2$

What happens if one choice in selecting a lunch depends on another choice?

The multiplication principle cannot be used accurately.

Which factor determines the total number of drinks that can be selected for a lunch?

Number of choices for drinks

If there were five main entrées and three drink options instead, how many total meals would be possible?

$5 \times 4 \times 2$

In the context of the given text, what does the 'multiplication principle of counting' refer to?

Multiplying the number of outcomes for each step

What does 'n' represent in the combination formula discussed?

Size of the full set

What is the purpose of using a combination in selecting two singers for the duet?

To ignore the order of selection

How many singers are auditioning for the musical?

20

Which aspect of the selection process does 'r = 2' represent?

Number of selected singers

What is the probability that Kevin and Phoebe are selected as the two singers for the duet?

$\frac{1}{190}$

What is the addition rule for probabilities?

Adding the probabilities of mutually exclusive events

In probability, what do we call events that have no impact on each other?

Independent events

What is Ferguson Probability related to?

Bayesian statistics

How is empirical probability calculated?

By conducting experiments and observing outcomes

What is the key difference between empirical and theoretical probability?

Empirical probability is based on real data, while theoretical probability is based on assumptions.

What formula is used to calculate the probability of independent events occurring together?

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

Explore examples related to sample spaces, relationships among events, and rules of probability in IT1807. Probability is utilized to describe the likelihood of events occurring without guarantees. Understanding how to calculate probabilities enables informed decision-making in random situations.

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