def testCopyWeightedLinearModel(self):
linearModel = LinearModel(
self.regressorList, self.regressorNames, self.covMatrixObserv2, regressorsAreWeighted=False
)
linearModel2 = linearModel.copy()
self.assertTrue(np.alltrue(linearModel2._covMatrixObserv == self.covMatrixObserv2))
self.assertTrue(id(linearModel2._covMatrixObserv) != id(linearModel._covMatrixObserv))
def testCopyLinearModel(self):
linearModel = LinearModel(self.regressorList, self.regressorNames)
linearModel2 = linearModel.copy()
self.assertTrue(linearModel2.nParameters() == self.nParameters)
self.assertTrue(np.alltrue(linearModel2.designMatrix() == self.designMatrix))
self.assertTrue(linearModel2.regressorNames() == self.regressorNames)
self.assertTrue(id(linearModel2.designMatrix()) != id(linearModel.designMatrix()))
self.assertTrue(id(linearModel2.regressorNames()) != id(linearModel.regressorNames()))
def testCopyLinearModel(self):
linearModel = LinearModel(self.regressorList, self.regressorNames)
linearModel2 = linearModel.copy()
self.assertTrue(linearModel2.nParameters() == self.nParameters)
self.assertTrue(np.alltrue(linearModel2.designMatrix() == self.designMatrix))
self.assertTrue(linearModel2.regressorNames() == self.regressorNames)
self.assertTrue(id(linearModel2.designMatrix()) != id(linearModel.designMatrix()))
self.assertTrue(id(linearModel2.regressorNames()) != id(linearModel.regressorNames()))
def testCopyWeightedLinearModel(self):
linearModel = LinearModel(self.regressorList, self.regressorNames, self.covMatrixObserv2, regressorsAreWeighted=False)
linearModel2 = linearModel.copy()
self.assertTrue(np.alltrue(linearModel2._covMatrixObserv == self.covMatrixObserv2))
self.assertTrue(id(linearModel2._covMatrixObserv) != id(linearModel._covMatrixObserv))
