vault backup: 2023-09-21 10:40:40
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@ -4,7 +4,7 @@
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-Numerical
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- Discrete Data ({1,2,3,...})
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- Continuous Data ()
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- Continuous Data (\[1, +$\infty$])
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- *Categorical* (binary, languages, ...)
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- **Ordinal** (ratings of 1 to 5)
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## Mean, Median & Mode
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- https://en.wikipedia.org/wiki/Average
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- https://en.wikipedia.org/wiki/Median
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- https://en.wikipedia.org/wiki/Mode_(statistics)
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>[!hint]+
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>A **mean** in math is the average of a data set, found by adding all numbers together and then dividing the sum of the numbers by the number of numbers.
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## Standard Deviation & Variance
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- https://en.wikipedia.org/wiki/Standard_deviation
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- https://en.wikipedia.org/wiki/Variance
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## Probability Density functions
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- https://en.wikipedia.org/wiki/Probability_density_function
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## Percentiles
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- https://en.wikipedia.org/wiki/Percentile
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There are 3 important percentiles:
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- 50% - median
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@ -49,7 +48,20 @@ There are 3 important percentiles:
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## Covariance & Correlation
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>[!hint]+
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>Covariance measures the direction of a relationship between two variables, while correlation measures the strength of that relationship.
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>**Covariance** measures the direction of a relationship between two variables, while **correlation** measures the strength of that relationship.
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Covariance is hard to interpret, thus correlation is used instead.
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## Resource links
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- https://en.wikipedia.org/wiki/Average
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- https://en.wikipedia.org/wiki/Median
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- https://en.wikipedia.org/wiki/Mode_(statistics)
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- https://en.wikipedia.org/wiki/Standard_deviation
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- https://en.wikipedia.org/wiki/Variance
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- https://en.wikipedia.org/wiki/Probability_density_function
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- https://en.wikipedia.org/wiki/Percentile
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- https://en.wikipedia.org/wiki/Covariance
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-
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- https://en.wikipedia.org/wiki/Correlation
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