SummaryStats

class bandicoot.helper.maths.SummaryStats(mean, std, min, max, median, skewness, kurtosis, distribution)

Data structure storing a numeric distribution.

Note

You can generate a SummaryStats object using the summary_stats() function.

Attributes:

mean : float

Mean of the distribution.

std : float

The standard deviation of the distribution.

min : float

The minimum value of the distribution.

max : float

The max value of the distribution.

median : float

The median value of the distribution

skewness : float

The skewness of the distribution, measuring its asymmetry

kurtosis : float

The kurtosis of the distribution, measuring its “peakedness”

distribution : list

The complete distribution, as a list of floats