Robust Bayesian Meta-Analyses

Documentation for package ‘RoBMA’ version 3.3.0

Help Pages

RoBMA: Robust Bayesian meta-analysis

-- A --

Anderson2010	27 experimental studies from Anderson et al. (2010) that meet the best practice criteria
Andrews2021	36 estimates of the effect of household chaos on child executive functions with the mean age and assessment type covariates from a meta-analysis by Andrews et al. (2021)

-- B --

Bem2011	9 experimental studies from Bem (2011) as described in Bem et al. (2011)
BiBMA	Estimate a Bayesian Model-Averaged Meta-Analysis of Binomial Data

-- C --

check_RoBMA	Check fitted RoBMA object for errors and warnings
check_RoBMA_convergence	Check fitted RoBMA object for errors and warnings
check_setup	Prints summary of '"RoBMA"' ensemble implied by the specified priors
check_setup.BiBMA	Prints summary of '"BiBMA.reg"' ensemble implied by the specified priors and formula
check_setup.reg	Prints summary of '"RoBMA.reg"' ensemble implied by the specified priors and formula
check_setup.RoBMA	Prints summary of '"RoBMA"' ensemble implied by the specified priors
check_setup.RoBMA.reg	Prints summary of '"RoBMA.reg"' ensemble implied by the specified priors and formula
combine_data	Combines different effect sizes into a common metric
contr.independent	Independent contrast matrix
contr.meandif	Mean difference contrast matrix
contr.orthonormal	Orthornomal contrast matrix

-- D --

d2logOR	Effect size transformations
d2OR	Effect size transformations
d2r	Effect size transformations
d2z	Effect size transformations
diagnostics	Checks a fitted RoBMA object
diagnostics_autocorrelation	Checks a fitted RoBMA object
diagnostics_density	Checks a fitted RoBMA object
diagnostics_trace	Checks a fitted RoBMA object
dwnorm	Weighted normal distribution

-- E --

Effect size transformations

-- F --

Forest plot for a RoBMA object

-- I --

interpret	Interprets results of a RoBMA model.
is.BiBMA	Reports whether x is a RoBMA object
is.NoBMA	Reports whether x is a RoBMA object
is.NoBMA.reg	Reports whether x is a RoBMA object
is.RoBMA	Reports whether x is a RoBMA object
is.RoBMA.reg	Reports whether x is a RoBMA object

-- K --

881 estimates from 69 studies of a relationship between employment and educational outcomes collected by Kroupova et al. (2021)

-- L --

logOR2d	Effect size transformations
logOR2OR	Effect size transformations
logOR2r	Effect size transformations
logOR2z	Effect size transformations
Lui2015	18 studies of a relationship between acculturation mismatch and intergenerational cultural conflict collected by Lui (2015)

-- M --

marginal_plot	Plots marginal estimates of a fitted RoBMA regression object
marginal_summary	Summarize marginal estimates of a fitted RoBMA regression object

-- N --

NoBMA	Estimate a Bayesian Model-Averaged Meta-Analysis
NoBMA.reg	Estimate a Bayesian Model-Averaged Meta-Regression
n_d	Sample sizes to standard errors calculations
n_r	Sample sizes to standard errors calculations
n_z	Sample sizes to standard errors calculations

-- O --

OR2d	Effect size transformations
OR2logOR	Effect size transformations
OR2r	Effect size transformations
OR2z	Effect size transformations

-- P --

plot.RoBMA	Plots a fitted RoBMA object
plot_models	Models plot for a RoBMA object
Poulsen2006	5 studies with a tactile outcome assessment from Poulsen et al. (2006) of the effect of potassium-containing toothpaste on dentine hypersensitivity
print.marginal_summary.RoBMA	Prints marginal_summary object for RoBMA method
print.RoBMA	Prints a fitted RoBMA object
print.summary.RoBMA	Prints summary object for RoBMA method
prior	Creates a prior distribution
prior_factor	Creates a prior distribution for factors
prior_informed	Creates an informed prior distribution based on research
prior_none	Creates a prior distribution
prior_PEESE	Creates a prior distribution for PET or PEESE models
prior_PET	Creates a prior distribution for PET or PEESE models
prior_weightfunction	Creates a prior distribution for a weight function
pwnorm	Weighted normal distribution

-- Q --

Weighted normal distribution

-- R --

r2d	Effect size transformations
r2logOR	Effect size transformations
r2OR	Effect size transformations
r2z	Effect size transformations
RoBMA	Estimate a Robust Bayesian Meta-Analysis
RoBMA.get_option	Options for the RoBMA package
RoBMA.options	Options for the RoBMA package
RoBMA.package	RoBMA: Robust Bayesian meta-analysis
RoBMA.reg	Estimate a Robust Bayesian Meta-Analysis Meta-Regression
RoBMA_control	Control MCMC fitting process
RoBMA_options	Options for the RoBMA package
RoBMA_package	RoBMA: Robust Bayesian meta-analysis
rwnorm	Weighted normal distribution

-- S --

sample_sizes	Sample sizes to standard errors calculations
set_autofit_control	Control MCMC fitting process
set_autofit_control,	Control MCMC fitting process
set_convergence_checks	Control MCMC fitting process
set_default_priors	Set default prior distributions
se_d	Sample sizes to standard errors calculations
se_d2se_logOR	Standard errors transformations
se_d2se_r	Standard errors transformations
se_d2se_z	Standard errors transformations
se_logOR2se_d	Standard errors transformations
se_logOR2se_r	Standard errors transformations
se_logOR2se_z	Standard errors transformations
se_r	Sample sizes to standard errors calculations
se_r2se_d	Standard errors transformations
se_r2se_logOR	Standard errors transformations
se_r2se_z	Standard errors transformations
se_z	Sample sizes to standard errors calculations
se_z2se_d	Standard errors transformations
se_z2se_logOR	Standard errors transformations
se_z2se_r	Standard errors transformations
standard_errors	Standard errors transformations
summary.RoBMA	Summarize fitted RoBMA object
summary_heterogeneity	Summarizes heterogeneity of a RoBMA model

-- U --

update.BiBMA	Updates a fitted BiBMA object
update.RoBMA	Updates a fitted RoBMA object

-- W --

weighted_multivariate_normal	Weighted multivariate normal distribution
weighted_normal	Weighted normal distribution

-- Z --

z2d	Effect size transformations
z2logOR	Effect size transformations
z2OR	Effect size transformations
z2r	Effect size transformations