Descriptive statistics Flashcards

(23 cards)

1
Q

Descriptive statistics

A

Used to numerically describe the characteristics of the data set

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2
Q

Inferential statistics

A

Used to make inferences from data from the sample and draw it to the target population

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3
Q

Distribution

A

The way in which data is distributed

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4
Q

How can we show distribution

A

A list
A table
A graph

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5
Q

Normal distribution

A

The default assumption
Distribution occurs symmetirically around the middle (mean/ central score)
As you get away from the mean on either sides equally, fewer individuals achieve extreme scores

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6
Q

Measures of central tendency

A

Tells us the average

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7
Q

Mode

A

The most frequent value in he distribution

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8
Q

Median

A

The middle value when all scores are ordered from lowest to highest

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9
Q

Mean

A

Statistical average:
Sum of all values/ number of values

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10
Q

Bi modal distribution

A

When there are 2 modal values

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11
Q

Multimodal distribution

A

When there are 3 or more modal values

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12
Q

Pros of the mode

A

Represents the largest number of people with this score = most common score
Score will act be in the sample
Can be useful in nominal data
Unaffected by outliers

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13
Q

Cons of the mode

A

Won’t represent every value other than most frequent one
May neglect important outlier
Not useful if the difference in frequencies of scores is very little

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14
Q

Median pros

A

Not influences by outliers
Used for ordinal and nominal level data

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15
Q

Median cons

A

May not actually appear in the sample - if you find MP between values
Not reliable estimate - based off on rank position to be selected to represent average

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16
Q

Mean pros

17
Q

Population mean symbol

18
Q

Numbers in sample symbol

19
Q

Sample mean symbol

20
Q

N

21
Q

n

A

Size of sub groups of samples

22
Q

Pros of mean

A

All scores contribute to the final value
Sensitive and accurate
Powerful way to estimate population mean

23
Q

Cons of mean

A

Values don’t make sense e.g. can be 1.3 people
Influenced/ skewed by outliers
Only for interval/ ratio data