indep_lognormal¶

hyppo.tools.indep_lognormal(n, p=1, random_state=None)¶

Independent lognormal and normal distributions.

\((X, Y, Z) \in \mathbb{R} \times \mathbb{R} \times \mathbb{R}\): .. math:

X &\sim \text{log} N(0, 1)\\
Y, Z &\sim N(0, 1)

Parameters: n (int) -- The number of samples desired by the simulation (>= 5).
Returns: x,y,z (ndarray of float) -- Simulated data matrices. x, y, and z.

References

indep_normal

indep_binomial