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,
  construct_order = NULL,
  data = NULL,
  control = control_psychmeta(),
  ...
)

Value

A nested tabular object of the class "ma_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.
construct_order: Vector indicating the order in which variables should be arranged, with variables listed earlier in the vector being preferred for designation as X.
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.