Fichas
Describing Data
Fichas del conjunto (10)
- 1Median, IQR and centilesDepend on ranking the data
Easily interpreted in real-world terms
Robust to outliers - only cares what percentage of people are above/below a certain value, not how far above/below they are - 2Mean, standard deviationUseful for predicting total values of a group
Particularly useful in relation to the normal distribution - 3Positive skewPeak is towards bottom end
There is a natural lower boundary (often because values can't go below zero)
E.g. salaries - 4Negative skewPeak is towards the top end
There is a natural upper boundary to data values
E.g. life expectancy - 5No skew - symmetricPeak is in the middle
The boundaries are far from the middle of the distribution
E.g. heights (anything normally distributed) - 6Box plotsUsed to compare distributions at a glance
- 7HistogramsShow each value of the entire distribution
- 8Data distributions tell a story about data's originsFor example, the general health of a population at a particular time
- 9In real data sets we need to do data cleaningRemove outliers
Isolate distribution of interest - 10Purpose of statisticsUnderstand the process that generated the data
Determine whether this process was significantly different in different experimental conditions
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- Descripción
- Statistics Fichas sobre Describing Data, creado por Eleanor Smith el 12/01/2019.
- Creado por
- Eleanor Smith
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