wfithian / optimal-inferenceLinks
repo for "Optimal Inference After Model Selection"
☆14Updated 8 years ago
Alternatives and similar repositories for optimal-inference
Users that are interested in optimal-inference are comparing it to the libraries listed below
Sorting:
- An R package for large scale estimation with stochastic gradient descent☆62Updated last year
- An R package implementing Rubin's (1981) Bayesian bootstrap.☆49Updated 4 months ago
- Generalized lasso implementations☆46Updated 10 months ago
- ☆10Updated 2 years ago
- Boosted regression trees for multivariate, longitudinal, and hierarchically clustered data.☆36Updated 7 years ago
- Slides and code for Bayesian nonparametrics in R and Julia☆55Updated 10 years ago
- Define Stan models using glmer-style (lme4) formulas☆55Updated 11 years ago
- ☆37Updated 4 years ago
- Penalized least squares estimation using the Orthogonalizing EM (OEM) algorithm☆27Updated last year
- An R-Java Bayesian Additive Regression Trees implementation☆62Updated last year
- Boosting algorithms for fitting generalized linear, additive and interaction models to potentially high-dimensional data. The current rel…☆75Updated 9 months ago
- Targeted Maximum Likelihood Estimation for Network Data☆20Updated 8 years ago
- Materials from tutorial "Using Stan to Estimate Hierarchical Bayes Models," ART Forum 2017☆57Updated 6 years ago
- Beginner tutorial for using cmdstan with multithreading☆62Updated 5 years ago
- ☆34Updated 3 years ago
- Computationally efficient confidence intervals for cross-validated AUC estimates in R☆23Updated 3 years ago
- Draft introduction to probability and inference aimed at the Stan manual.☆85Updated 9 years ago
- 'Visualization in Bayesian workflow' by Gabry, Simpson, Vehtari, Betancourt, and Gelman. (JRSS discussion paper and code)☆66Updated 4 years ago
- R interface to the Vowpal Wabbit☆23Updated 9 months ago
- ☆32Updated 3 months ago
- State space models (dynamic linear models, hidden Markov models) implemented in Stan.☆47Updated 7 years ago
- Dockerfiles with rstan and CmdStan☆24Updated 6 years ago
- iterative Random Forests (iRF): iteratively grows weighted random forests, finds interaction among features☆48Updated 4 years ago
- Stability Selection with Error Control☆26Updated 4 years ago
- Faster estimation of Bayesian models in ecology using Hamiltonian Monte Carlo☆15Updated 8 years ago
- ☆60Updated 5 years ago
- Regularization paths for regression models with grouped covariates☆34Updated 3 weeks ago
- Discrete Bayesian Additive Regression Trees Sampler☆59Updated 4 months ago
- subsemble R package for ensemble learning on subsets of data☆43Updated 3 years ago
- Examples of statistical models implemented using JAGS☆101Updated 13 years ago