Uses a Bayesian model to estimate the variability in a repeated measure outcome and use that as an outcome or a predictor in a second stage model.

Author | Joshua F. Wiley [aut, cre], Elkhart Group Limited [cph] |

Date of publication | 2016-02-28 12:57:15 |

Maintainer | Joshua F. Wiley <josh@elkhartgroup.com> |

License | MIT + file LICENSE |

Version | 0.2.2 |

https://github.com/ElkhartGroup/varian |

**empirical_pvalue:** Calculates an empirical p-value based on the data

**gamma_params:** Estimate the parameters for a Gamma distribution

**parallel_stan:** Wrapper for the stan function to parallelize chains

**param_summary:** Calculates summaries for a parameter

**pval_smartformat:** nice formatting for p-values

**res_gamma:** Estimates the parameters of a Gamma distribution from SDs

**simulate_gvm:** Simulate a Gamma Variability Model

**stan_inits:** Calculate Initial Values for Stan VM Model

**varian:** Variablity Analysis using a Bayesian Variability Model (VM)

**VarMeasures:** Variability Measures

**vm_diagnostics:** Plot diagnostics from a VM model

**vmp_plot:** Plot the posterior distributions of the focal parameters from...

**vm_stan:** Create a Stan class VM object

varian

varian/tests

varian/tests/testthat.R

varian/tests/testthat

varian/tests/testthat/test-graphing.R

varian/tests/testthat/test-helpers.R

varian/NAMESPACE

varian/R

varian/R/helpers.R
varian/R/diagnostics.R
varian/R/varian.R
varian/R/modeler.R
varian/README.md

varian/MD5

varian/DESCRIPTION

varian/man

varian/man/stan_inits.Rd
varian/man/vm_diagnostics.Rd
varian/man/empirical_pvalue.Rd
varian/man/VarMeasures.Rd
varian/man/simulate_gvm.Rd
varian/man/vmp_plot.Rd
varian/man/vm_stan.Rd
varian/man/param_summary.Rd
varian/man/pval_smartformat.Rd
varian/man/res_gamma.Rd
varian/man/varian.Rd
varian/man/parallel_stan.Rd
varian/man/gamma_params.Rd
varian/LICENSE

Questions? Problems? Suggestions? Tweet to @rdrrHQ or email at ian@mutexlabs.com.

All documentation is copyright its authors; we didn't write any of that.