Descriptive Statistics Flashcards

1
Q

What do descriptive statistics include?

A

Average (mean), mode and median, ranger, interquartile range, standard deviation.

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2
Q

What do descriptive statistics measure?

A

measures of central tendency - a summary of data

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3
Q

The mean - how do you work it out?

A
  1. SUM of the values / by how MANY values (N) = the mean
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4
Q

With what data would the mean be used?

A

in RATIO data with SMALL samples.

Large samples need a computer

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5
Q

What is the mean strongly affected by and what should be used instead?

A

Extreme values.

You should use the median because it is less senstitive.

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6
Q

The median - how do you work it out?

A

Put numbers into NUMERICAL order and select central number

If there is an even number of values, you find the mean (or half way point) of two central numbers.

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7
Q

what is the median used for?

A

Ordinal and ratio data

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8
Q

What are you trying to find with the median?

A

The MIDDLE number - RANK is important not absolute value (less affected by extreme values)

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9
Q

The mode - how and what are you working out?

A

The mode is the most frequently occuring value.
NOMINAL data can ONLY use mode out of the desciptive stats.
Mode can be used in ordinal and ratio data as well.

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10
Q

The range - what is this and how do you work it out?

A
  • The range is the numerical value of difference between the maxium and minimum values.
  • The HIGHEST value - LOWEST value = the range
  • It is a simple way of experessing THE SPREAD OF VALUES
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11
Q

What is the range sensitive too?

A

EXTREME VALUES. Instead we use the interquartile range.

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12
Q

Interquartile Range - How do you work this out?

A

Split the data into 4 equal parts (quartiles).

UPPER quartile - LOWER quartile = interquartile range.

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13
Q

What other descriptive statistic is the interquartile range used in assosiation with and why.

A

The median. They have the same principle strategy:

10 12 12 15 16 19 22 23 28 30 31
^ ^ ^
19 = median
12 + 28 = quartiles. (28-12=16 (the int. range)

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14
Q

write down the pairs of measures of variability you would report together.

A
interquartile range + median
Standard Deviation (SD) + mean
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15
Q

Standard Deviation (SD) - what is this and what data do you use it on?

A
  • Takes into account ALL data points not select ones.
  • calculated from VARIANCE (s2), a measure of variability.
  • Used in ratio data
  • The LARGER the SD the MORE SPREAD OUT the data is.
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16
Q

What symbol can the Sandard Deviation be indicated by?

A

A greek sigma or s (‘o-‘ a smidge like this)

17
Q

What can the mean be depicted by?

A

a mu (‘mew’) like this: u

18
Q

What does frequency distribution show us?

A

the SHAPE of the data through histograms

19
Q

how does normal distribution appear on a histogram?

A

A bell curve.

20
Q

What information can be taken from looking at a bell curve?

A

Normal distribution

The central peak is the mean

21
Q

What types of skewed distributions can you get?

A
Negatively skewed (to the right)
Possitiveky skewed (to the left)
Bimodal (2 peaks or MODES - i.e commonest values)
22
Q

What discriptive statistics would you report when data are skewed?

A

interquartile range and the median.

23
Q

What descriptive statistics would you report when data are normally distributed?

A

Mean and SD

24
Q

What statistics would you use on skewed or normal distribution?

A

skewed - non-parametric)

Normal -parametric (because it assumed the data is normally distributed)