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brms (version 0.8.0)
Bayesian Regression Models using Stan
Description
Fit Bayesian generalized (non-)linear mixed models using Stan for full Bayesian inference.
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Install
install.packages('brms')
Monthly Downloads
29,849
Version
0.8.0
License
GPL (>= 3)
Issues
123
Pull Requests
4
Stars
1,316
Forks
194
Repository
http://github.com/paul-buerkner/brms
Maintainer
PaulChristian Buerkner
Last Published
February 15th, 2016
Functions in brms (0.8.0)
Search all functions
brm
Fit Bayesian Generalized (Non-)Linear and Ordinal Mixed Models
brmsfamily
Special Family Functions for
brms
Models
inhaler
Clarity of inhaler instructions
hypothesis.brmsfit
Non-linear hypothesis testing
kidney
Infections in kidney patients
standata
Extract Data passed to Stan
print.brmsfit
Print a summary for a fitted model represented by a
brmsfit
object
parnames
Extract Parameter Names
predict.brmsfit
Model Predictions of
brmsfit
Objects
cor_arma
ARMA(p,q) correlation structure
cor_ma
MA(q) correlation structure
ranef.brmsfit
Extract Random Effects Estimates
ngrps.brmsfit
Number of levels
vcov.brmsfit
Covariance and Correlation Matrix of Fixed Effects
marginal_effects.brmsfit
Display marginal effects of predictors
set_prior
Prior Definitions for
brms
Models
as.mcmc.brmsfit
Extract posterior samples for use with the
coda
package
brms-package
Bayesian Regression Models using Stan
pairs.brmsfit
Create a matrix of output plots from a
brmsfit
object
posterior_samples.brmsfit
Extract posterior samples
coef.brmsfit
Extract model coefficients
brmsfit-class
Class
brmsfit
of fitted mixed-effect models
update.brmsfit
Update
brms
models
epilepsy
Epileptic seizure counts
cor_brms
Correlation structure classes
cor_arr
ARR(r) correlation structure
plot.brmsfit
Trace and Density Plots for MCMC Samples
launch_shiny
Interface to
shinystan
make_standata
Data for
brms
Models
fitted.brmsfit
Extract Model Fitted Values of
brmsfit
Objects
get_prior
Overview on Priors for
brms
Models
make_stancode
Stan Code for
brms
Models
VarCorr.brmsfit
Extract variance and correlation components
summary.brmsfit
Create a summary of a fitted model represented by a
brmsfit
object
logLik.brmsfit
Compute the pointwise log-likelihood
stancode
Extract Stan Model Code
cor_ar
AR(p) correlation structure
fixef.brmsfit
Extract Fixed Effects Estimates
residuals.brmsfit
Extract Model Residuals from brmsfit Objects
prior_samples.brmsfit
Extract prior samples
LOO.brmsfit
Compute LOO
stanplot.brmsfit
Various Plotting Functions implemented in
rstan
WAIC.brmsfit
Compute the WAIC