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psychmeta (version 2.3.3)

ma_d_order2: Second-order meta-analysis function for d values

Description

This function computes second-order meta-analysis function for d values. It supports second-order analyses of bare-bones, artifact-distribution, and individual-correction meta-analyses.

Usage

ma_d_order2(k, N = NULL, d = NULL, delta = NULL, var_d = NULL,
  var_d_c = NULL, ma_type = c("bb", "ic", "ad"), sample_id = NULL,
  citekey = NULL, moderators = NULL, moderator_type = "simple",
  construct_x = NULL, construct_y = NULL, data = NULL,
  control = control_psychmeta(), ...)

Arguments

k

Vector or column name of meta-analyses' k values.

N

Vector or column name of meta-analyses' total sample sizes (optional).

d

Vector or column name of mean observed d values.

delta

Vector or column name of mean corrected d values.

var_d

Vector or column name of observed variances of observed d values.

var_d_c

Vector or column name of observed variances of corrected d values.

ma_type

Type of meta-analyses being analyzed: "bb" (barebones), "ic" (individual correction), or "ad" (artifact distribution).

sample_id

Vector or column name of study ID labels.

citekey

Optional vector of bibliographic citation keys for samples/studies in the meta-analysis (if multiple citekeys pertain to a given effect size, combine them into a single string entry with comma delimiters (e.g., "citkey1,citekey2").

moderators

Matrix or column names of moderator variables to be used in the meta-analysis (can be a vector in the case of one moderator).

moderator_type

Type of moderator analysis ("none", "simple", or "hierarchical").

construct_x

Vector or column name of construct names for X.

construct_y

Vector or column name of construct names for Y.

data

Data frame containing columns whose names may be provided as arguments to vector arguments and/or moderators.

control

Output from the control_psychmeta() function or a list of arguments controlled by the control_psychmeta() function. Ellipsis arguments will be screened for internal inclusion in control.

...

Further arguments to be passed to functions called within the meta-analysis.

Value

A nested tabular object of the class "ma_psychmeta".