Package: StanEstimators 0.1.2.9000
StanEstimators: Estimate Parameters for Arbitrary R Functions using 'Stan'
Allows for the estimation of parameters for 'R' functions using the various algorithms implemented in the 'Stan' probabilistic programming language.
Authors:
StanEstimators_0.1.2.9000.tar.gz
StanEstimators_0.1.2.9000.zip(r-4.5)StanEstimators_0.1.2.9000.zip(r-4.4)StanEstimators_0.1.2.9000.zip(r-4.3)
StanEstimators_0.1.2.9000.tgz(r-4.4-x86_64)StanEstimators_0.1.2.9000.tgz(r-4.4-arm64)StanEstimators_0.1.2.9000.tgz(r-4.3-x86_64)StanEstimators_0.1.2.9000.tgz(r-4.3-arm64)
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StanEstimators.pdf |StanEstimators.html✨
StanEstimators/json (API)
| # Install 'StanEstimators' in R: |
| install.packages('StanEstimators', repos = c('https://andrjohns.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/andrjohns/stanestimators/issues
Last updated 3 months agofrom:db7b96582b. Checks:OK: 1 NOTE: 8. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Oct 08 2024 |
| R-4.5-win-x86_64 | NOTE | Oct 08 2024 |
| R-4.5-linux-x86_64 | NOTE | Oct 08 2024 |
| R-4.4-win-x86_64 | NOTE | Oct 08 2024 |
| R-4.4-mac-x86_64 | NOTE | Oct 08 2024 |
| R-4.4-mac-aarch64 | NOTE | Oct 08 2024 |
| R-4.3-win-x86_64 | NOTE | Oct 08 2024 |
| R-4.3-mac-x86_64 | NOTE | Oct 08 2024 |
| R-4.3-mac-aarch64 | NOTE | Oct 08 2024 |
Exports:constrain_variablesgrad_log_probhessianlog_probloostan_diagnosestan_laplacestan_optimizestan_pathfinderstan_samplestan_variationalstan_versionssummaryunconstrain_drawsunconstrain_variables
Dependencies:abindbackportsBHcheckmateclidistributionalfansigenericsgluelifecycleloomagrittrmatrixStatsnumDerivpillarpkgconfigposteriorrapidjsonrRcppRcppEigenRcppParallelrlangtensorAtibbleutf8vctrs
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| The StanEstimators package. | StanEstimators-package StanEstimators |
| Constrain a vector of variables. | constrain_variables constrain_variables,StanBase,StanBase-method constrain_variables,StanBase-method |
| Calculate the log probability and its gradient of the model given a vector of unconstrained variables. | grad_log_prob grad_log_prob,StanBase,StanBase-method grad_log_prob,StanBase-method |
| Calculate the log probability, its gradient, and its hessian matrix of the model given a vector of unconstrained variables. | hessian hessian,StanBase,StanBase-method hessian,StanBase-method |
| Calculate the log probability of the model given a vector of unconstrained variables. | log_prob log_prob,StanBase,StanBase-method log_prob,StanBase-method |
| Calculate approximate leave-one-out cross-validation (LOO-CV) for a model. | loo loo.StanBase |
| stan_diagnose | stan_diagnose |
| stan_laplace | stan_laplace |
| stan_optimize | stan_optimize |
| stan_pathfinder | stan_pathfinder |
| stan_sample | stan_sample |
| stan_variational | stan_variational |
| stan_versions | stan_versions |
| StanBase base class | StanBase StanBase-class |
| Summary method for objects of class 'StanLaplace'. | summary,StanLaplace-method summary-StanLaplace |
| Summary method for objects of class 'StanMCMC'. | summary,StanMCMC-method summary-StanMCMC |
| Summary method for objects of class 'StanOptimize'. | summary,StanOptimize-method summary-StanOptimize |
| Summary method for objects of class 'StanPathfinder'. | summary,StanPathfinder-method summary-StanPathfinder |
| Summary method for objects of class 'StanVariational'. | summary,StanVariational-method summary-StanVariational |
| Unconstrain all parameter draws. | unconstrain_draws unconstrain_draws,StanBase,StanBase-method unconstrain_draws,StanBase-method unconstrain_draws,StanOptimize,StanOptimize-method unconstrain_draws,StanOptimize-method |
| Unconstrain a vector of variables. | unconstrain_variables unconstrain_variables,StanBase,StanBase-method unconstrain_variables,StanBase-method |
