gaussian_3samp

hyppo.tools.gaussian_3samp(n, epsilon=1, weight=0, case=1)

Generates 3 sample of gaussians corresponding to 5 cases.

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

  • epsilon (float, default: 1) -- The amount to translate simulation by (amount depends on case).

  • weight (float, default: False) -- Number between 0 and 1 corresponding to weight of the second Gaussian (used in case 4 and 5 to produce a mixture of Gaussians).

  • case (1, 2, 3, 4, 5, default: 1) -- The case in which to evaluate statistical power for each test.

Returns

sims (list of ndarray) -- List of 3 2-dimensional multivariate Gaussian each corresponding to the desired case.

Examples using hyppo.tools.gaussian_3samp