Linear regressionModel
✓ ok runnableOpen with its trusted data fixture.
StanBlocks example links
Stable, source-free URLs for the StanCon slides and documentation.
✓ ok 38 runnable now
∅ unavailable — 38 catalogued entries need bundle or reference support
StanCon 2026
5 runnable · 9 linkedLinear regression with an explicit meanModel
✓ ok runnableOpen with its trusted data fixture.
Named random-slope submodelBundle
∅ unavailable — requires the bundle editor
Needs the bundle editor: this snippet defines a named @slic submodel and calls it from another model.
Wide-prior model variantBundle
∅ unavailable — requires the bundle editor
Needs the bundle/variant editor: the source is a Base.merge rewrite, not a standalone model body.
Data and parameter dependency placementModel
✓ ok runnableOpen with its trusted data fixture.
Deterministic centered-sum functionFunction
✓ ok runnableOpen with its trusted data fixture.
Parameter-generating plate cellReference
∅ unavailable — reference fragment
The slide intentionally shows a fragment whose captured sigma is declared outside the excerpt.
Partly missing continuous outcomeModel
✓ ok runnableOpen with its trusted data fixture.
Composed observation semanticsReference
∅ unavailable — reference fragment
The slide is a compact fragment. Open authoring/observation-combinators for the complete runnable model.
Feature atlas
21 runnable · 34 linkedBlock placement, types and shapesModel
✓ ok runnableOpen with its trusted data fixture.
Typed flat parameterModel
✓ ok runnableOpen with its trusted data fixture.
Data rebinding Bernoulli modelModel
✓ ok runnableThe editor opens the final data shape; the docs also demonstrate rebinding a traced model.
Dense generated observation outputsModel
✓ ok runnableOpen with its trusted data fixture.
Missing continuous outcomesModel
✓ ok runnableOpen with its trusted data fixture.
Weighted observationModel
✓ ok runnableOpen with its trusted data fixture.
Truncated observationModel
✓ ok runnableOpen with its trusted data fixture.
Censored observationModel
✓ ok runnableOpen with its trusted data fixture.
Interval-censored observationModel
✓ ok runnableOpen with its trusted data fixture.
Normal identity-link GLMModel
✓ ok runnableOpen with its trusted data fixture.
Bernoulli logit-link GLMModel
✓ ok runnableOpen with its trusted data fixture.
Poisson log-link GLMModel
✓ ok runnableOpen with its trusted data fixture.
Negative-binomial log-link GLMModel
✓ ok runnableOpen with its trusted data fixture.
Scalar plateModel
✓ ok runnableOpen with its trusted data fixture.
Vector-valued plate cellsModel
✓ ok runnableOpen with its trusted data fixture.
Ragged dataModel
✓ ok runnableOpen with its trusted data fixture.
Ragged constrained simplex parametersModel
✓ ok runnableOpen with its trusted data fixture.
Cross-validation taintModel
✓ ok runnableThe runnable editor shows the base model. The docs additionally rebind person with maybecv.
ODE with a captured closureModel
✓ ok runnableOpen with its trusted data fixture.
Centered-sum functionFunction
✓ ok runnableOpen with its trusted data fixture.
Column sums over EachColFunction
✓ ok runnableOpen with its trusted data fixture.
Anonymous submodelBundle
∅ unavailable — requires the bundle editor
Several definitions must share one tracing module.
Named submodel dispatchBundle
∅ unavailable — requires the bundle editor
Two named submodels plus a parent need bundle mode.
Post-hoc model variantsBundle
∅ unavailable — requires the bundle editor
Base.merge variants need bundle/variant mode.
Iteration function suiteBundle
∅ unavailable — requires the bundle editor
Four UDFs and one model must be opened together.
Defaults and keyword argumentsBundle
∅ unavailable — requires the bundle editor
Grouped UDF definitions and defaults need bundle-aware instantiation.
Variadic and function-typed dispatchBundle
∅ unavailable — requires the bundle editor
Grouped overloads and higher-order function tokens need bundle mode.
Caller macro expansionReference
∅ unavailable — reference fragment
Public authoring rejects macros by design; a curated trusted bundle could pre-expand it.
Inline mutation helpersBundle
∅ unavailable — requires the bundle editor
The @inline marker and helper dependencies need trusted bundle mode.
Runtime assertion helperBundle
∅ unavailable — requires the bundle editor
The @stan_assert marker needs trusted bundle mode.
Transpile-time return type queryBundle
∅ unavailable — requires the bundle editor
The @stanonly helper dependency needs trusted bundle mode.
Dual Julia and Stan emissionBundle
∅ unavailable — requires the bundle editor
The UDF default plus consuming model need bundle mode.
Custom distribution triadBundle
∅ unavailable — requires the bundle editor
The grouped @lhs/@lpxf definitions must be installed together.
PK ODE function and modelBundle
∅ unavailable — requires the bundle editor
The ODE RHS and consuming model need bundle mode.
Main guide
6 runnable · 11 linkedEarnings–height regressionModel
✓ ok runnableOpen with its trusted data fixture.
Basic normal modelModel
✓ ok runnableOpen with its trusted data fixture.
Prior-free regression coefficientModel
✓ ok runnableOpen with its trusted data fixture.
Cookbook linear regressionModel
✓ ok runnableOpen with its trusted data fixture.
Cookbook hierarchical normalModel
✓ ok runnableOpen with its trusted data fixture.
Cookbook logistic regressionModel
✓ ok runnableOpen with its trusted data fixture.
Multi-stratum Cholesky priorReference
∅ unavailable — reference fragment
The excerpt depends on caller-provided n_strata and n_terms.
GARCH(1,1)Bundle
∅ unavailable — requires the bundle editor
The recurrence UDF and model need bundle mode.
AR(1) recurrenceBundle
∅ unavailable — requires the bundle editor
The recurrence UDF and model need bundle mode.
LKJ-Cholesky fragmentReference
∅ unavailable — reference fragment
The excerpt calls a helper defined elsewhere.
BRM-style composition patternsBundle
∅ unavailable — requires the bundle editor
Submodels and custom distributions need bundle mode.
Authoring guide
6 runnable · 7 linkedComplete observation-combinator modelModel
✓ ok runnableOpen with its trusted data fixture.
Missing outcomesModel
✓ ok runnableOpen with its trusted data fixture.
Ragged groupsModel
✓ ok runnableOpen with its trusted data fixture.
Scalar plateModel
✓ ok runnableOpen with its trusted data fixture.
Vector plateModel
✓ ok runnableOpen with its trusted data fixture.
Categorical plateModel
✓ ok runnableOpen with its trusted data fixture.
Ragged observationReference
∅ unavailable — reference fragment
The excerpt does not specify a concrete shape for mu.
Worked examples
0 runnable · 7 linkedDisk constraintsBundle
∅ unavailable — requires the bundle editor
UDF group, custom distribution and submodels.
Simplex constraintsBundle
∅ unavailable — requires the bundle editor
Large @stanonly group and generated model family.
Crowdsource model familyBundle
∅ unavailable — requires the bundle editor
UDF family, base model and nineteen variants.
Golf model familyBundle
∅ unavailable — requires the bundle editor
Dataset preparation plus five merged variants.
ISBA 2024 exampleBundle
∅ unavailable — requires the bundle editor
Higher-order UDF group, submodels and variants.
Simplex transformsBundle
∅ unavailable — requires the bundle editor
Large UDF group and multiple submodels.
Historical SLIC overviewReference
∅ unavailable — reference fragment
Historical source includes intentionally superseded syntax.
Case studies
0 runnable · 8 linkedRadon case studyBundle
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Three related models need bundle mode.
Golf case studyBundle
∅ unavailable — requires the bundle editor
Reusable submodels and merged variants.
Motorcycle case studyBundle
∅ unavailable — requires the bundle editor
Nested HSGP submodels.
Planets case studyBundle
∅ unavailable — requires the bundle editor
Stan-only ODE UDF plus model variants.
School case studyBundle
∅ unavailable — requires the bundle editor
Typed ODE UDF plus three observation models.
Soil case studyBundle
∅ unavailable — requires the bundle editor
UDF group and nested process/measurement models.
Species case studyBundle
∅ unavailable — requires the bundle editor
Custom likelihood suite plus model.
Monster PK exampleBundle
∅ unavailable — requires the bundle editor
Large PK UDF suite with direct and BRM versions.