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brms (version 0.9.0)
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
21,748
Version
0.9.0
License
GPL (>= 3)
Issues
104
Pull Requests
7
Stars
1,231
Forks
176
Repository
http://github.com/paul-buerkner/brms
Maintainer
PaulChristian Buerkner
Last Published
April 19th, 2016
Functions in brms (0.9.0)
Search functions
print.brmsfit
Print a summary for a fitted model represented by a
brmsfit
object
brm
Fit Bayesian Generalized (Non-)Linear Multilevel Models
stanplot.brmsfit
Various Plotting Functions implemented in
rstan
stancode
Extract Stan Model Code
cor_arma
ARMA(p,q) correlation structure
LOO.brmsfit
Compute LOO
marginal_effects.brmsfit
Display marginal effects of predictors
logLik.brmsfit
Compute the pointwise log-likelihood
cor_fixed
Fixed user-defined covariance matrices
fitted.brmsfit
Extract Model Fitted Values of
brmsfit
Objects
fixef.brmsfit
Extract Fixed Effects Estimates
epilepsy
Epileptic seizure counts
brmsfamily
Special Family Functions for
brms
Models
inhaler
Clarity of inhaler instructions
WAIC.brmsfit
Compute the WAIC
brms-package
Bayesian Regression Models using Stan
as.mcmc.brmsfit
Extract posterior samples for use with the
coda
package
vcov.brmsfit
Covariance and Correlation Matrix of Fixed Effects
cor_ar
AR(p) correlation structure
expose_functions.brmsfit
Expose user-defined
Stan
functions
coef.brmsfit
Extract model coefficients
kidney
Infections in kidney patients
make_stancode
Stan Code for
brms
Models
ngrps.brmsfit
Number of levels
prior_samples.brmsfit
Extract prior samples
cor_brms
Correlation structure classes for the
brms
package
brmsfit-class
Class
brmsfit
of fitted mixed-effect models
cor_ma
MA(q) correlation structure
plot.brmsfit
Trace and Density Plots for MCMC Samples
get_prior
Overview on Priors for
brms
Models
residuals.brmsfit
Extract Model Residuals from brmsfit Objects
update.brmsfit
Update
brms
models
parnames
Extract Parameter Names
pairs.brmsfit
Create a matrix of output plots from a
brmsfit
object
make_standata
Data for
brms
Models
launch_shiny
Interface to
shinystan
ranef.brmsfit
Extract Random Effects Estimates
cor_arr
ARR(r) correlation structure
hypothesis.brmsfit
Non-linear hypothesis testing
summary.brmsfit
Create a summary of a fitted model represented by a
brmsfit
object
predict.brmsfit
Model Predictions of
brmsfit
Objects
VarCorr.brmsfit
Extract variance and correlation components
posterior_samples.brmsfit
Extract posterior samples
standata
Extract Data passed to Stan
set_prior
Prior Definitions for
brms
Models