rgiordan / StanSensitivity
Tools for automatically generating local sensitivity measures in Stan.
☆35Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for StanSensitivity
- R-package for interpretable nonparametric modeling of longitudinal data using additive Gaussian processes. Contains functionality for in…☆25Updated 2 months ago
- Uses Stan sampler and math library to semiparametrically fit linear and multilevel models with additive Bayesian Additive Regression Tree…☆40Updated 2 months ago
- Material for my proposed StanCon talk☆20Updated 4 years ago
- R package for bridge sampling☆32Updated 6 months ago
- Bayesian linear survival analysis with shrinkage priors in Stan☆24Updated 8 years ago
- R/haldensify: Highly Adaptive Lasso Conditional Density Estimation☆17Updated 2 months ago
- Estimation of Time-Varying k-order Mixed Graphical Models☆27Updated last month
- ☆54Updated last month
- Automatic Differentiation for R☆23Updated 5 years ago
- Implementation of B-Splines in Stan☆52Updated 7 years ago
- Case studies in applied and computational statistics.☆35Updated 3 weeks ago
- Documentation for the Stan language and CmdStan☆38Updated this week
- Gaussian process modeling in R☆16Updated 2 years ago
- Targeted Maximum Likelihood Estimation for a binary treatment: A tutorial. Statistics in Medicine. 2017☆15Updated 4 years ago
- Bayesian DFA with Stan☆28Updated last month
- Define Stan models using glmer-style (lme4) formulas☆55Updated 10 years ago
- Applied time series analysis in R with Stan. Allows fast Bayesian fitting of multivariate time-series models.☆49Updated 5 months ago
- An Interface to Specify Causal Graphs and Compute Balke Bounds☆15Updated last month
- ☆12Updated 5 months ago
- Beginner tutorial for using cmdstan with multithreading☆61Updated 4 years ago
- Repository for Introduction to Bayesian Estimation of Causal Effects☆58Updated 4 years ago
- Examples from McElreath's Statistical Rethinking, First edition coded in Stan.☆49Updated 5 years ago
- 'Visualization in Bayesian workflow' by Gabry, Simpson, Vehtari, Betancourt, and Gelman. (JRSS discussion paper and code)☆64Updated 4 years ago
- Discrete Bayesian Additive Regression Trees Sampler☆56Updated this week
- Utility Theory for Dummies: An R Tutorial☆19Updated 4 years ago
- An R package containing helper functions for Stan☆16Updated 2 years ago
- Gaussian process everything - an R package to reimplement and combine common statistical models using GPs☆26Updated 6 years ago
- Describes a method for monitoring MCMC convergence using ML☆8Updated 4 years ago
- Tools for generalized quantile modeling☆14Updated 2 years ago
- An R package implementing an idiosyncratic Stan workflow☆13Updated 2 years ago