def __init__(self,
y,
X,
family=family.Gaussian(),
offset=None,
y_fix=None,
constant=True):
"""
Initialize class
"""
self.n = USER.check_arrays(y, X)
USER.check_y(y, self.n)
self.y = y
if constant:
self.X = USER.check_constant(X)
else:
self.X = X
self.family = family
self.k = self.X.shape[1]
if offset is None:
self.offset = np.ones(shape=(self.n, 1))
else:
self.offset = offset * 1.0
if y_fix is None:
self.y_fix = np.zeros(shape=(self.n, 1))
else:
self.y_fix = y_fix
self.fit_params = {}
def __init__(self, y, X, family=family.Gaussian(), offset=None, y_fix = None,
constant=True):
"""
Initialize class
"""
self.n = USER.check_arrays(y, X)
USER.check_y(y, self.n)
self.y = y
if constant:
self.X = USER.check_constant(X)
else:
self.X = X
self.family = family
self.k = self.X.shape[1]
self.df_model = self.X.shape[1] - 1
self.df_resid = self.n - self.df_model - 1
if offset is None:
self.offset = np.ones(shape=(self.n,1))
else:
self.offset = offset * 1.0
if y_fix is None:
self.y_fix = np.zeros(shape=(self.n,1))
else:
self.y_fix = y_fix
self.fit_params = {}
def __init__(self, y, X, family=family.Gaussian(), constant=True):
"""
Initialize class
"""
self.n = USER.check_arrays(y, X)
USER.check_y(y, self.n)
self.y = y
if constant:
self.X = USER.check_constant(X)
else:
self.X = X
self.family = family
self.k = self.X.shape[1]
self.fit_params = {}