Robust Bayesian Meta-Analyses

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Documentation for package ‘RoBMA’ version 3.4.0

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

RoBMA-package 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
BiBMA.reg Estimate a Robust Bayesian Meta-Analysis Meta-Regression

-- 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_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
set_default_binomial_priors Set default prior distributions for binomial meta-analytic models
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