Probability (6) Flashcards

1
Q

What is a likelihood scale

A

A scale that is used to determine how likely something is to happen

Impossible
Very unlikely
Unlikely
Even
Likely
Very likely
Certain

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2
Q

What two values does probability fall between

A

1 - it will certainly happen
0 - it will never happen

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3
Q

How do you calculate the probability of an event, if all outcomes are equally likely, E.g p(rolling a 1 on a fair 6 sided die)

A

Number of successful outcomes ÷ total number of outcomes

= 1/6 (answer to die q)

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4
Q

What is the expected frequency of an event

A

The number of times expect the event to happen, over the given number of trials

= P(event) × number of trials

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5
Q

What is a trial

A

Each experiment (or response to a survey)

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6
Q

How do you calculate an estimated probability

A

Number of trials with successful outcomes ÷ total number of trials

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7
Q

How can you be more accurate in finding an estimated probability

A

Increase the number of trials

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8
Q

What is absolute risk

A

The probability of an event happening

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9
Q

What is relative risk

A

How many more times an event is likely to happen over another event.

Relative risk for a group = relative risk for those in the group ÷ risk for those not in the group

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10
Q

What is a sample space

A

A list of all possible outcomes - these outcomes are often shown in a sample space diagram

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11
Q

What does each region in a venn diagram show

A

The probability of an outcome

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12
Q

What are mutually exclusive events

A

Events that cannot happen at the same time

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13
Q

How do you calculate the probability of two mutually exclusive events

A

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

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14
Q

What does it mean if a set of events is exhaustive

A

The set contains all the possible outcomes

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15
Q

How do you calculate the probability of (A) not occurring

A

P(A) + P(not A) = 1
So

P(not A) = 1 - P(A)

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16
Q

In a venn diagram what does P(A n B) mean

A

This is the intersection of A AND B - in a venn diagram it is where the groups overlap

P(A and B)

17
Q

In a venn diagram what does P(A u B) mean

A

The union of A and B
It is the probability that either A, or B or BOTH of them occur

In a venn diagram all of the circles would be shaded

p(A or B)

18
Q

What is the general addition law for events that arent mutually exclusive

A

P(A u B) = P(A) + P(B) - P(A n B)

19
Q

For two independent events how do you calculate P(A and B)

A

P(A) × P(B)

20
Q

What are tree diagrams

A

A diagram used in probability where each ‘branch’ shows an outcome

21
Q

What is conditional probability

A

The probability of an event occurring, given that something else has happened

The probability B will happen given that A has happened is written as

P(B|A)

22
Q

What is the formula used to calculate conditional probability

A

P(B|A) = P(A and B) ÷ P(A)

You divide the total of the two probabilities that have occurred by the action/probability that has already occurred

P(B|A’) = P( B and A’) ÷ P(A’)

23
Q

What is P(A’)

A

Probability of NOT A

You would calculate it by subtracting A from 1

24
Q

How can you use conditional probability to see if two events are independent

A

If P(B) = p(B|A) the events are independent