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brms (version 0.7.0)
Bayesian Regression Models using Stan
Description
Fit Bayesian generalized linear mixed models using Stan for full Bayesian inference.
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Install
install.packages('brms')
Monthly Downloads
29,849
Version
0.7.0
License
GPL (>= 3)
Issues
120
Pull Requests
3
Stars
1,324
Forks
195
Repository
http://github.com/paul-buerkner/brms
Maintainer
PaulChristian Buerkner
Last Published
January 18th, 2016
Functions in brms (0.7.0)
Search all functions
get_prior
Overview on Priors for
brms
Models
cor_ar
AR(p) correlation structure
fitted.brmsfit
Extract Model Fitted Values of
brmsfit
Objects
stanplot.brmsfit
Various Plotting Functions implemented in
rstan
vcov.brmsfit
Covariance and Correlation Matrix of Fixed Effects
pairs.brmsfit
Create a matrix of output plots from a
brmsfit
object
plot.brmsfit
Trace and Density Plots for MCMC Samples
posterior_samples.brmsfit
Extract posterior samples
cor_ma
MA(q) correlation structure
logLik.brmsfit
Compute the pointwise log-likelihood
hypothesis.brmsfit
Non-linear hypothesis testing
cor_arma
ARMA(p,q) correlation structure
brmsfamily
Special Family Functions for
brms
Models
coef.brmsfit
Extract model coefficients
WAIC
Compute the WAIC
VarCorr.brmsfit
Extract variance and correlation components
print.brmsfit
Print a summary for a fitted model represented by a
brmsfit
object
brm
Fit Bayesian Generalized Linear and Ordinal Mixed Models
set_prior
Prior Definitions for
brms
Models
residuals.brmsfit
Extract Model Residuals from brmsfit Objects
launch_shiny
Interface to
shinystan
fixef.brmsfit
Extract Fixed Effects Estimates
make_standata
Data for
brms
Models
LOO.brmsfit
Compute LOO
cor_arr
ARR(r) correlation structure
cor_brms
Correlation structure classes
brmsfit-class
Class
brmsfit
of fitted mixed-effect models
ranef.brmsfit
Extract Random Effects Estimates
kidney
Infections in kidney patients
make_stancode
Stan Code for
brms
Models
standata
Extract Data passed to Stan
parnames
Extract Parameter Names
ngrps.brmsfit
Number of levels
epilepsy
Epileptic seizure counts
summary.brmsfit
Create a summary of a fitted model represented by a
brmsfit
object
predict.brmsfit
Model Predictions of
brmsfit
Objects
brms-package
Bayesian Regression Models using Stan
prior_samples.brmsfit
Extract prior samples
inhaler
Clarity of inhaler instructions
stancode
Extract Stan Model Code
update.brmsfit
Update
brms
models