Re-exports§
pub use alo::AloDiagnostics;pub use alo::AloOptions;pub use alo::AloSeMode;pub use alo::compute_alo_diagnostics;pub use alo::compute_alo_diagnostics_from_fit;pub use alo::compute_alo_diagnostics_from_pirls;pub use alo::compute_alo_diagnostics_from_pirls_with_options;pub use alo::compute_alo_diagnostics_with_options;pub use basis::BSplineBasisSpec;pub use basis::BSplineIdentifiability;pub use basis::BSplineKnotPlacement;pub use basis::BSplineKnotSpec;pub use basis::BasisBuildResult;pub use basis::BasisMetadata;pub use basis::CenterStrategy;pub use basis::DuchonBasisSpec;pub use basis::DuchonNullspaceOrder;pub use basis::DuchonSplineBasis;pub use basis::MaternBasisSpec;pub use basis::MaternNu;pub use basis::MaternSplineBasis;pub use basis::ThinPlateBasisSpec;pub use basis::ThinPlateSplineBasis;pub use basis::build_bspline_basis_1d;pub use basis::build_duchon_basis;pub use basis::build_matern_basis;pub use basis::build_thin_plate_basis;pub use basis::create_duchon_spline_basis;pub use basis::create_matern_spline_basis;pub use basis::create_thin_plate_spline_basis;pub use basis::create_thin_plate_spline_basis_with_knot_count;pub use basis::select_thin_plate_knots;pub use custom_family::BlockWorkingSet;pub use custom_family::BlockwiseFitOptions;pub use custom_family::BlockwiseFitResult;pub use custom_family::CustomFamily;pub use custom_family::FamilyEvaluation;pub use custom_family::KnownLinkWiggle;pub use custom_family::ParameterBlockSpec;pub use custom_family::ParameterBlockState;pub use custom_family::fit_custom_family;pub use estimate::CoefficientUncertaintyResult;pub use estimate::FitArtifacts;pub use estimate::FitOptions;pub use estimate::FitResult;pub use estimate::InferenceCovarianceMode;pub use estimate::MeanIntervalMethod;pub use estimate::PredictResult;pub use estimate::PredictUncertaintyOptions;pub use estimate::PredictUncertaintyResult;pub use estimate::coefficient_uncertainty;pub use estimate::coefficient_uncertainty_with_mode;pub use estimate::fit_gam;pub use estimate::optimize_external_design;pub use estimate::predict_gam;pub use estimate::predict_gam_with_uncertainty;pub use gamlss::BinomialLocationScaleProbitFamily;pub use gamlss::BinomialLocationScaleProbitSpec;pub use gamlss::BinomialLocationScaleProbitWiggleFamily;pub use gamlss::BinomialLocationScaleProbitWiggleSpec;pub use gamlss::BinomialLogitFamily;pub use gamlss::BinomialLogitSpec;pub use gamlss::FamilyMetadata;pub use gamlss::GammaLogFamily;pub use gamlss::GammaLogSpec;pub use gamlss::GaussianLocationScaleFamily;pub use gamlss::GaussianLocationScaleSpec;pub use gamlss::ParameterBlockInput;pub use gamlss::ParameterLink;pub use gamlss::PoissonLogFamily;pub use gamlss::PoissonLogSpec;pub use gamlss::WiggleBlockConfig;pub use gamlss::build_wiggle_block_input_from_knots;pub use gamlss::build_wiggle_block_input_from_seed;pub use gamlss::fit_binomial_location_scale_probit;pub use gamlss::fit_binomial_location_scale_probit_wiggle;pub use gamlss::fit_binomial_logit;pub use gamlss::fit_gamma_log;pub use gamlss::fit_gaussian_location_scale;pub use gamlss::fit_poisson_log;pub use gamlss::initialize_wiggle_knots_from_seed;pub use generative::CustomFamilyGenerative;pub use generative::GenerativeSpec;pub use generative::NoiseModel;pub use generative::custom_generative_spec;pub use generative::generative_spec_from_gam;pub use generative::generative_spec_from_predict;pub use generative::sample_observation_replicates;pub use generative::sample_observations;pub use layout::EngineLayout;pub use layout::EngineLayoutBuilder;pub use layout::EngineTerm;pub use layout::EngineTermKind;pub use layout::EngineTermSpec;pub use layout::PenaltySpec;pub use smooth::FittedTermCollection;pub use smooth::LinearTermSpec;pub use smooth::RandomEffectTermSpec;pub use smooth::ShapeConstraint;pub use smooth::SmoothBasisSpec;pub use smooth::SmoothDesign;pub use smooth::SmoothTerm;pub use smooth::SmoothTermSpec;pub use smooth::TensorBSplineSpec;pub use smooth::TermCollectionDesign;pub use smooth::TermCollectionSpec;pub use smooth::build_smooth_design;pub use smooth::build_term_collection_design;pub use smooth::fit_term_collection;pub use types::LikelihoodFamily;pub use types::LinkFunction;
Modules§
- alo
- basis
- construction
- custom_
family - diagnostics
- Gradient Diagnostic Strategies for LAML/REML Optimization
- estimate
- Model Estimation via Penalized Likelihood and REML
- faer_
ndarray - families
- gamlss
- generative
- hmc
- NUTS Sampler using general-mcmc
- hull
- joint
- Joint Single-Index Model with Backfitting
- layout
- matrix
- pirls
- probability
- quadrature
- Gauss-Hermite Quadrature for Posterior Mean Predictions
- seeding
- smooth
- survival
- types
- visualizer