Probability Flashcards

1
Q

Probability

A

How we quantify uncertainty/randomness

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2
Q

Disjoint Events

A

Mutually exclusive

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3
Q

Non-disjoint Events

A

Can co-occur

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4
Q

Independent

A

Occurrence of 1 event not tell us anything about probability of other event also occurring

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5
Q

Dependent

A

Occurrence of 1 event related to probability of other event also occurring

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6
Q

Complement Events

A

The complement to event A are all events not included in event A

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7
Q

Are disjoint events independent or dependent?

A

Dependent

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8
Q

Addition Rule (disjoint events)

A

P (A or B) = P(A) + P(B)

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9
Q

Addition Rule (non-disjoint events)

A

P (A or B) = P(A) + P(B) - P (A and B)

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10
Q

Multiplication Rule (independent events)

A

P (A and B) = P(A) * P(B)

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11
Q

How to account for drawing an observation from a total w/o replacement?

A

decreases n in bottom
12/100 * 23/99 instead of 23/100

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12
Q

How to determine if events are independent?

A

Compare expected P (A and B) (from calculations) to actual

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13
Q

When to use General Multiplication Rule? What is it?

A

Finds probability of 2 events co-occurring regardless of relationship
- P (A and B) = P (A given B) * P(B)

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