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