def test_pdf(self):
"""Test pdf."""
lam = .5
skst = MvSN(ndim=1, lam=lam)
size = (10, 1)
data = np.random.normal(size=size)
pdf = skst.pdf(data)
self.assertEqual(pdf.ndim, 1)
self.assertEqual(pdf.shape, (size[0], ))
lam = [.5, 1.5, 2]
skst = MvSN(ndim=len(lam), lam=lam)
size = (10, len(lam))
data = np.random.normal(size=size)
pdf = skst.pdf(data)
self.assertEqual(pdf.ndim, 1)
self.assertEqual(pdf.shape, (size[0], ))
def test_pdf(self):
"""Test pdf."""
lam = .5
skst = MvSN(ndim=1, lam=lam)
size = (10, 1)
data = np.random.normal(size=size)
pdf = skst.pdf(data)
self.assertEqual(pdf.ndim, 1)
self.assertEqual(pdf.shape, (size[0], ))
lam = [.5, 1.5, 2]
skst = MvSN(ndim=len(lam), lam=lam)
size = (10, len(lam))
data = np.random.normal(size=size)
pdf = skst.pdf(data)
self.assertEqual(pdf.ndim, 1)
self.assertEqual(pdf.shape, (size[0], ))
def test_param_array(self):
"""Test pdf."""
ndim, nobs = 1, 10
size = (nobs, ndim)
lam = np.ones((nobs, ndim)) * .5
skst = MvSN(ndim=ndim, lam=lam)
data = np.random.normal(size=size)
pdf = skst.pdf(data)
self.assertEqual(pdf.ndim, ndim)
self.assertEqual(pdf.shape, (size[0], ))
