arclia-stats

Basic statistical functions.

Installation

pip install arclia-stats

Usage

calculate_weighted_quantile

When q is a scalar

from arclia.stats import calculate_weighted_quantile

result = calculate_weighted_quantile(
    values  = [1, 3, 0, 2, 4],
    weights = [1, 3, 1, 2, 3],
    q = 0.5,
)

# Prints: 3
print(repr(result))

When q is an ArrayLike

from arclia.stats import calculate_weighted_quantile

result = calculate_weighted_quantile(
    values  = [1, 3, 0, 2, 4],
    weights = [1, 3, 1, 2, 3],
    q = [0.0, 0.5, 1.0],
)

# Prints: array([0, 3, 4])
print(repr(result))