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brms (version 0.6.0)
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
0.6.0
License
GPL (>= 3)
Issues
116
Pull Requests
3
Stars
1,320
Forks
195
Repository
http://github.com/paul-buerkner/brms
Maintainer
PaulChristian Buerkner
Last Published
November 13th, 2015
Functions in brms (0.6.0)
Search all functions
VarCorr
Extract variance and correlation components
hypothesis
Non-linear hypothesis testing
cor_ma
MA(q) correlation structure
kidney
Infections in kidney patients
stanplot.brmsfit
Various Plotting Functions implemented in
rstan
ngrps
Number of levels
residuals.brmsfit
Extract Model Residuals from brmsfit Objects
LOO.brmsfit
Compute LOO
vcov.brmsfit
Covariance and Correlation Matrix of Fixed Effects
stancode
Extract Stan Model Code
brmsfamily
Special Family Functions for
brms
Models
cor_ar
AR(p) correlation structure
standata
Extract Data passed to Stan
posterior_samples
Extract posterior samples
cor_brms
Correlation structure classes
make_standata
Data for
brms
Models
macf
Autocorrelation Function Estimation based on MCMC-Samples (experimental)
make_stancode
Stan Code for
brms
Models
set_prior
Prior Definitions for
brms
Models
brmsfit-class
Class
brmsfit
of fitted mixed-effect models
inhaler
Clarity of inhaler instructions
prior_samples
Extract prior samples
logLik.brmsfit
Compute the pointwise log-likelihood
update.brmsfit
Update
brms
models
launch_shiny
Interface to
shinystan
cor_arma
ARMA(p,q) correlation structure
get_prior
Overview on Priors for
brms
Models
summary.brmsfit
Create a summary of a fitted model represented by a
brmsfit
object
ranef
Extract Random Effects for
brmsfit
objects
plot.brmsfit
Trace and Density Plots for MCMC Samples
fitted.brmsfit
Extract Model Fitted Values of
brmsfit
Objects
fixef
Extract Fixed Effects Estimates
WAIC
Compute the WAIC
cor_arr
ARR(r) correlation structure
epilepsy
Epileptic seizure counts
brms-package
Bayesian Regression Models using Stan
predict.brmsfit
Model Predictions of
brmsfit
Objects
print.brmsfit
Print a summary for a fitted model represented by a
brmsfit
object
brm
Fit Bayesian Generalized Linear and Ordinal Mixed Models
parnames
Extract Parameter Names