def __init__(self, y, x_global, x_local, kernel, mType=0, offset=None, sigma2_v1=False, tol=1.0e-6, maxIter=200, y_name="", y_off_name="", x_name_glob=[], x_name_loc=[], fle_name="", summaryGLM=False):
"""
Initialize class
"""
semiGWR_Base.__init__(self, y, x_global, x_local, kernel, mType, offset, sigma2_v1, tol, maxIter)
self.y_name = y_name
self.x_name_glob = x_name_glob
self.x_name_loc = x_name_loc
if y_off_name is None:
y_off_name = " "
self.y_off_name = y_off_name
# add x names-global
n_xname = len(self.x_name_glob)
if n_xname < self.nVars_glob:
for i in range(n_xname,self.nVars_glob):
self.x_name_glob.append("name" + str(i))
# add x names-local
n_xname = len(self.x_name_loc)
if n_xname < self.nVars_loc:
for i in range(n_xname,self.nVars_loc-1):
self.x_name_loc.append("name" + str(i))
if len(self.x_name_loc) < self.nVars_loc:
self.x_name_loc.insert(0,'Intercept')
self.fle_name = fle_name
self.mName = semiGWR_Names[self.mType]
if summaryGLM:
x = np.hstack((x_global,x_local))
x_name = [ elem for elem in x_name_glob]
x_name.extend(x_name_loc)
#if mType == 0:
#self.OLS = OLS(y,x,sigma2_v1,y_name,x_name,fle_name)
#else:
self.GLM = GLM(y, x, mType, offset, sigma2_v1, tol, maxIter, y_name, y_off_name, x_name, fle_name)
Summary.semiGWR(self)
