import numpy as np import matplotlib.pyplot as plt def nadar_log_pmf(k, theta): """Compute PMF for Nadar Log distribution.""" norm = -np.log(1 - theta) return (theta**k) / (k * norm)
theta = 0.7 k_values = np.arange(1, 21) pmf_values = nadar_log_pmf(k_values, theta) nadar log pdf
Understanding this distribution equips data scientists and statisticians with another lens through which to view and model real-world count data. import numpy as np import matplotlib