discord_data_fast

This function restructures data to determine kinship differences.

internal

Functions for discordant kinship modeling (and other sibling-based quasi-experimental designs). Contains data restructuring functions and functions for generating biometrically informed data for kin pairs. See [Garrison and Rodgers, 2016 <doi:10.1016/j.intell.2016.08.008>], [Sims, Trattner, and Garrison, 2024 <doi:10.3389/fpsyg.2024.1430978>] for empirical examples, and Garrison and colleagues for theoretical work <https://osf.io/zpdwt/>.

S. Mason Garrison

discord

Functions for Discordant Kinship Modeling

Jonathan Trattner

Yoo Ri Hwang

Cermet Ream

discord_data_fast function

<dl><dt>data</dt>
<dd>The data set with kinship pairs</dd>
<dt>outcome</dt>
<dd>A character string containing the outcome variable of
interest.</dd>
<dt>predictors</dt>
<dd>A character vector containing the column names for
predicting the outcome.</dd>
<dt>id</dt>
<dd>Default's to NULL. If supplied, must specify the column name
corresponding to unique kinship pair identifiers.</dd>
<dt>sex</dt>
<dd>A character string for the sex column name.</dd>
<dt>race</dt>
<dd>A character string for the race column name.</dd>
<dt>pair_identifiers</dt>
<dd>A character vector of length two that contains the
variable identifier for each kinship pair</dd>
<dt>demographics</dt>
<dd>Indicator variable for if the data has the sex and race
demographics. If both are present (default, and recommended), value should
be "both". Other options include "sex", "race", or "none".</dd>
<dt>coding_method</dt>
<dd>A character string that indicates what kind of
additional coding schemes should be used. Default is none. Other options include "binary" and "multi".</dd></dl>

Arguments

Discord Data Fast — discord_data_fast

<dl>

<dt>data</dt>
<dd>The data set with kinship pairs</dd>


<dt>outcome</dt>
<dd>A character string containing the outcome variable of
interest.</dd>


<dt>predictors</dt>
<dd>A character vector containing the column names for
predicting the outcome.</dd>


<dt>id</dt>
<dd>Default's to NULL. If supplied, must specify the column name
corresponding to unique kinship pair identifiers.</dd>


<dt>sex</dt>
<dd>A character string for the sex column name.</dd>


<dt>race</dt>
<dd>A character string for the race column name.</dd>


<dt>pair_identifiers</dt>
<dd>A character vector of length two that contains the
variable identifier for each kinship pair</dd>


<dt>demographics</dt>
<dd>Indicator variable for if the data has the sex and race
demographics. If both are present (default, and recommended), value should
be "both". Other options include "sex", "race", or "none".</dd>


<dt>coding_method</dt>
<dd>A character string that indicates what kind of
additional coding schemes should be used. Default is none. Other options include "binary" and "multi".</dd>

</dl>

discord_data_fast: Discord Data Fast

Description

Usage

Arguments