Index A | B | C | D | F | H | I | K | L | M | N | O | P | R | S | T | U | V | W | X | Z A all_parameter_names() (liesel_ptm.PTMLocScale method) all_sampled_parameter_names() (liesel_ptm.PTMLocScale method) B basis (liesel_ptm.PSpline attribute) (liesel_ptm.RandomIntercept attribute) (liesel_ptm.StructuredAdditiveTerm attribute) basis_fn (liesel_ptm.PSpline attribute) (liesel_ptm.RandomIntercept attribute) (liesel_ptm.StructuredAdditiveTerm attribute) bspline_basis() (in module liesel_ptm) build_graph() (liesel_ptm.PTMLocScale method) C coef (liesel_ptm.LinearTerm attribute) (liesel_ptm.PSpline attribute) (liesel_ptm.RandomIntercept attribute) (liesel_ptm.StructuredAdditiveTerm attribute) D dfgrid() (liesel_ptm.PTMLocScaleDataGen method) diffpen() (in module liesel_ptm) F from_nparam() (liesel_ptm.PTMLocScale class method) H hyper_parameters (liesel_ptm.LinearTerm property) (liesel_ptm.Predictor property) (liesel_ptm.StructuredAdditiveTerm property) I intercept (liesel_ptm.Predictor attribute) intercept_names (liesel_ptm.PTMLocScale attribute) K K (liesel_ptm.PSpline attribute) (liesel_ptm.RandomIntercept attribute) (liesel_ptm.StructuredAdditiveTerm attribute) kn() (in module liesel_ptm) knots (liesel_ptm.PTMLocScale attribute) (liesel_ptm.PTMLocScaleDataGen attribute) L LinearTerm (class in liesel_ptm) loc (liesel_ptm.PTMLocScale attribute) loc() (liesel_ptm.PTMLocScaleDataGen method) loc_intercept (liesel_ptm.PTMLocScale attribute) loc_model (liesel_ptm.PTMLocScale attribute) log_scale_model (liesel_ptm.PTMLocScale attribute) M mcmc_kernels (liesel_ptm.LinearTerm attribute) (liesel_ptm.PSpline attribute) (liesel_ptm.RandomIntercept attribute) (liesel_ptm.StructuredAdditiveTerm attribute) model (liesel_ptm.PTMLocScalePredictions attribute) N new_from_graph() (liesel_ptm.PTMLocScale method) normalization (liesel_ptm.PTMLocScale attribute) normalization() (liesel_ptm.PTMLocScaleDataGen method) normalization_inv() (liesel_ptm.PTMLocScaleDataGen method) normalization_tau2 (liesel_ptm.PTMLocScale attribute) nullspace_remover() (in module liesel_ptm) nuts_params (liesel_ptm.LinearTerm property) (liesel_ptm.Predictor property) O observed_value (liesel_ptm.LinearTerm property) (liesel_ptm.StructuredAdditiveTerm property) optimize_knots() (liesel_ptm.PTMLocScale method) P parameters (liesel_ptm.LinearTerm property) (liesel_ptm.Predictor property) (liesel_ptm.StructuredAdditiveTerm property) predict() (liesel_ptm.LinearTerm method) (liesel_ptm.Predictor method) (liesel_ptm.ScaleHalfCauchy method) (liesel_ptm.ScaleInverseGamma method) (liesel_ptm.ScaleWeibull method) (liesel_ptm.StructuredAdditiveTerm method) (liesel_ptm.SymmetricallyBoundedScalar method) (liesel_ptm.TransformedVar method) (liesel_ptm.VarHalfCauchy method) (liesel_ptm.VarInverseGamma method) (liesel_ptm.VarWeibull method) predict_cdf() (liesel_ptm.PTMLocScalePredictions method) predict_elementwise() (liesel_ptm.LinearTerm method) predict_loc() (liesel_ptm.PTMLocScalePredictions method) predict_log_prob() (liesel_ptm.PTMLocScalePredictions method) predict_normalization_and_deriv() (liesel_ptm.PTMLocScalePredictions method) predict_normalization_deriv() (liesel_ptm.PTMLocScalePredictions method) predict_normalization_inverse() (liesel_ptm.PTMLocScalePredictions method) predict_pdf() (liesel_ptm.PTMLocScalePredictions method) predict_quantile() (liesel_ptm.PTMLocScalePredictions method) predict_resid_quantile() (liesel_ptm.PTMLocScalePredictions method) predict_residual_cdf() (liesel_ptm.PTMLocScalePredictions method) predict_residual_log_prob() (liesel_ptm.PTMLocScalePredictions method) predict_residual_pdf() (liesel_ptm.PTMLocScalePredictions method) predict_residuals() (liesel_ptm.PTMLocScalePredictions method) predict_scale() (liesel_ptm.PTMLocScalePredictions method) predict_transformation() (liesel_ptm.PTMLocScalePredictions method) predict_transformation_deriv() (liesel_ptm.PTMLocScalePredictions method) predict_transformation_inverse() (liesel_ptm.PTMLocScalePredictions method) predict_z() (liesel_ptm.PTMLocScalePredictions method) predict_z_deriv() (liesel_ptm.PTMLocScalePredictions method) Predictor (class in liesel_ptm) PSpline (class in liesel_ptm) pspline() (liesel_ptm.RandomIntercept class method) (liesel_ptm.StructuredAdditiveTerm class method) PTMLocScale (class in liesel_ptm) PTMLocScaleDataGen (class in liesel_ptm) PTMLocScalePredictions (class in liesel_ptm) R RANDOM_WALK (liesel_ptm.ShapePrior attribute) RandomIntercept (class in liesel_ptm) refdist (liesel_ptm.PTMLocScale attribute) residuals (liesel_ptm.PTMLocScale attribute) response (liesel_ptm.PTMLocScale attribute) RIDGE (liesel_ptm.ShapePrior attribute) S sample() (liesel_ptm.PTMLocScaleDataGen method) (liesel_ptm.PTMLocScalePredictions method) sample_shape() (in module liesel_ptm) samples (liesel_ptm.PTMLocScalePredictions attribute) scale (liesel_ptm.PTMLocScale attribute) scale() (liesel_ptm.PTMLocScaleDataGen method) scale_after_transformation (liesel_ptm.PTMLocScale attribute) scale_intercept_exp (liesel_ptm.PTMLocScale attribute) scale_model (liesel_ptm.PTMLocScale attribute) scale_param (liesel_ptm.VarHalfCauchy attribute) ScaleHalfCauchy (class in liesel_ptm) ScaleInverseGamma (class in liesel_ptm) ScaleWeibull (class in liesel_ptm) scaling_factor (liesel_ptm.PTMLocScale attribute) setup_engine_builder() (liesel_ptm.PTMLocScale method) shape (liesel_ptm.PTMLocScaleDataGen attribute) shape_param_prior (liesel_ptm.PTMLocScale attribute) ShapePrior (class in liesel_ptm) smooth (liesel_ptm.LinearTerm attribute) (liesel_ptm.PSpline attribute) (liesel_ptm.RandomIntercept attribute) (liesel_ptm.StructuredAdditiveTerm attribute) StructuredAdditiveTerm (class in liesel_ptm) summarise_by_quantiles() (liesel_ptm.LinearTerm method) (liesel_ptm.StructuredAdditiveTerm method) summarise_by_samples() (liesel_ptm.LinearTerm method) (liesel_ptm.StructuredAdditiveTerm method) summarise_density_by_quantiles() (liesel_ptm.PTMLocScalePredictions method) summarise_density_by_samples() (liesel_ptm.PTMLocScalePredictions method) summarise_transformation_by_quantiles() (liesel_ptm.PTMLocScalePredictions method) sumzero_coef() (in module liesel_ptm) sumzero_term() (in module liesel_ptm) SymmetricallyBoundedScalar (class in liesel_ptm) T tau2 (liesel_ptm.PSpline attribute) (liesel_ptm.RandomIntercept attribute) (liesel_ptm.StructuredAdditiveTerm attribute) terms (liesel_ptm.Predictor attribute) to_df() (liesel_ptm.PTMLocScaleDataGen static method) transformation() (liesel_ptm.PTMLocScaleDataGen method) transformation_deriv() (liesel_ptm.PTMLocScaleDataGen method) transformation_inverse() (liesel_ptm.PTMLocScaleDataGen method) transformed (liesel_ptm.ScaleHalfCauchy attribute) (liesel_ptm.ScaleInverseGamma attribute) (liesel_ptm.SymmetricallyBoundedScalar attribute) (liesel_ptm.TransformedVar attribute) (liesel_ptm.VarHalfCauchy attribute) (liesel_ptm.VarInverseGamma attribute) (liesel_ptm.VarWeibull attribute) TransformedVar (class in liesel_ptm) transition_width (liesel_ptm.PTMLocScale attribute) U unit_var (liesel_ptm.SymmetricallyBoundedScalar attribute) V value (liesel_ptm.LinearTerm property) (liesel_ptm.StructuredAdditiveTerm property) VarHalfCauchy (class in liesel_ptm) variance_param (liesel_ptm.ScaleInverseGamma attribute) VarInverseGamma (class in liesel_ptm) VarWeibull (class in liesel_ptm) W waic() (liesel_ptm.PTMLocScale method) with_intercept() (liesel_ptm.Predictor class method) X x (liesel_ptm.LinearTerm attribute) (liesel_ptm.PSpline attribute) (liesel_ptm.RandomIntercept attribute) (liesel_ptm.StructuredAdditiveTerm attribute) Z z (liesel_ptm.PTMLocScale attribute) z_deriv (liesel_ptm.PTMLocScale attribute)
