correlated_binomial

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

Conditionally dependent binomial distributions. Examples 6 from:footcite:p:wang2015conditional.

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

$$\begin{array}{rl}{X}_1,Z& \sim \text{Binom}(10,0.5)\\ X& =X_1+Z\\ Y& =(X_1-5{)}^4+Z\end{array}$$

Parameters

• n (int) -- The number of samples desired by the simulation (>= 5).

• p (int) -- The number of dimensions for conditioning variable Z.

Returns

x,y,z (ndarray of float) -- Simulated data matrices. x, y, and z.

References

previous

cond_indep_binomial

next

correlated_normal