Displaying categorical and numerical data Flashcards

1
Q

How do you graph a categorical variable?

A

Bar graphs

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2
Q

What are two critical features of bar graphs?

A
  1. The Y-axis always starts at 0

2. There are gaps between the bars

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3
Q

How do you graph a numerical variable?

A

Histograms or cumulative frequency diagrams

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4
Q

What features do histograms have?

A
  1. Start at 0
  2. No spaces between the bars
  3. A value at a boundary goes into the next highest category
  4. Space on either side to look prettier
  5. States total sample size
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5
Q

What are the 4 patterns seen in histograms?

A
  1. Uniform
  2. Normal
  3. Asymmetric
  4. Bimodal
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6
Q

What is the interval width?

A

The width of the bands in histograms

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7
Q

What is a percentile?

A

The percentage of observations less than or equal to a measurement. The remaining observations exceed that measurement

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8
Q

What is a quartile?

A

Specific percentiles at 25%, 50%, 75%

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9
Q

What is a quantile?

A

A cut-point that divides the range of a prob distribution

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10
Q

What is a cumulative frequency diagram?

A

Is a graph that shows all quantities of a numerical value along an axis of percentiles

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11
Q

What advantage do histograms have over cumulative frequency diagrams?

A

Show outliers better

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12
Q

What advantage do cumulative frequency diagrams have over histograms?

A

Can sometimes show the overall spread of the data better

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