Rdocumentation
powered by
Learn R Programming
⚠️
There's a newer version (2.22.0) of this package.
Take me there.
brms (version 0.5.0)
Bayesian Regression Models using Stan
Description
Fit Bayesian generalized linear mixed models using Stan for full Bayesian inference.
Copy Link
Link to current version
Version
Version
2.22.0
2.21.0
2.20.4
2.20.3
2.20.1
2.19.0
2.18.0
2.17.0
2.16.3
2.16.1
2.16.0
2.15.0
2.14.4
2.14.0
2.13.5
2.13.3
2.13.0
2.12.0
2.11.1
2.11.0
2.10.0
2.9.0
2.8.0
2.7.0
2.6.0
2.5.0
2.4.0
2.3.1
2.3.0
2.2.0
2.1.0
2.0.1
2.0.0
1.10.2
1.10.0
1.9.0
1.8.0
1.7.0
1.4.0
1.3.1
1.3.0
1.2.0
1.1.0
1.0.1
0.10.0
0.9.1
0.9.0
0.8.0
0.7.0
0.6.0
0.5.0
0.4.1
0.4.0
0.3.0
0.2.0
0.1.0
Install
install.packages('brms')
Monthly Downloads
29,849
Version
0.5.0
License
GPL (>= 3)
Issues
122
Pull Requests
4
Stars
1,316
Forks
194
Repository
http://github.com/paul-buerkner/brms
Maintainer
PaulChristian Buerkner
Last Published
September 13th, 2015
Functions in brms (0.5.0)
Search all functions
stancode
Extract Stan Model Code
standata
Extract Data passed to Stan
epilepsy
Epileptic seizure counts
cor_ma
MA(q) correlation structure
brm
Fit Bayesian Generalized Linear and Ordinal Mixed Models
prior_samples
Extract prior samples
parnames
Extract Parameter Names
macf
Autocorrelation Function Estimation based on MCMC-Samples (experimental)
plot.brmsfit
Trace and density plots for MCMC samples
print.brmsfit
Print a summary for a fitted model represented by a
brmsfit
object
brmpars
Parameters of interest for
brms
models (deprecated)
predict.brmsfit
Model Predictions of
brmsfit
Objects
get_prior
Overview on Priors for
brms
Models
set_prior
Prior Deinitions for
brms
Models
logLik.brmsfit
Compute the pointwise log-likelihood
summary.brmsfit
Create a summary of a fitted model represented by a
brmsfit
object
fixef
Extract Fixed Effects Estimates
LOO
Compute LOO
inhaler
Clarity of inhaler instructions
WAIC
Compute the WAIC
ranef
Extract Random Effects for
brmsfit
objects
cor_arma
ARMA(p,q) correlation structure
vcov.brmsfit
Covariance and Correlation Matrix of Fixed Effects
brmdata
Extract required data for
brms
models
kidney
Infections in kidney patients
brmsfit-class
Class
brmsfit
of fitted mixed-effect models
brms-package
Bayesian Regression Models using Stan
cor_ar
AR(p) correlation structure
residuals.brmsfit
Extract Model Residuals from brmsfit Objects
ngrps
Number of levels
VarCorr
Extract variance and correlation components
cor_brms
Correlation structure classes
posterior_samples
Extract posterior samples
hypothesis
Non-linear hypothesis testing
launch_shiny
Interface to
shinystan
fitted.brmsfit
Extract Model Fitted Values of
brmsfit
Objects