def _set_static_regression_attributes()

in orbit/template/lgt.py [0:0]

• 36 lines of code
• 7 McCabe index (conditional complexity)

    def _set_static_regression_attributes(self):
        """set and validate regression related attributes."""
        # if no regressors, end here
        if self.regressor_col is None:
            return

        # inside *.stan files, we need to distinguish regular, positive and negative regressors
        for index, reg_sign in enumerate(self._regressor_sign):
            if reg_sign == "+":
                self.num_of_positive_regressors += 1
                self.positive_regressor_col.append(self.regressor_col[index])
                self.positive_regressor_beta_prior.append(
                    self._regressor_beta_prior[index]
                )
                self.positive_regressor_sigma_prior.append(
                    self._regressor_sigma_prior[index]
                )
            elif reg_sign == "-":
                self.num_of_negative_regressors += 1
                self.negative_regressor_col.append(self.regressor_col[index])
                self.negative_regressor_beta_prior.append(
                    self._regressor_beta_prior[index]
                )
                self.negative_regressor_sigma_prior.append(
                    self._regressor_sigma_prior[index]
                )
            else:
                self.num_of_regular_regressors += 1
                self.regular_regressor_col.append(self.regressor_col[index])
                self.regular_regressor_beta_prior.append(
                    self._regressor_beta_prior[index]
                )
                self.regular_regressor_sigma_prior.append(
                    self._regressor_sigma_prior[index]
                )

        self._regressor_col = (
            self.positive_regressor_col
            + self.negative_regressor_col
            + self.regular_regressor_col
        )