Robust Bayesian Meta-Analyses

Documentation for package ‘RoBMA’ version 3.1.0

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A B C D E F I K L M N O P Q R S U W Z misc

RoBMA-package

RoBMA: Robust Bayesian meta-analysis

-- A --

Anderson2010

27 experimental studies from Anderson et al. (2010) that meet the best practice criteria

-- 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_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_sizes

Effect size transformations

-- F --

forest

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 --

Kroupova2021

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 --

qwnorm

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
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

-- 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

-- misc --

_PACKAGE

RoBMA: Robust Bayesian meta-analysis