multiple_regression

Summarize multiple regression results in a data.table

Conduct numerous exploratory analyses in an instant with a
point-and-click interface. With one simple command, this tool
launches a Shiny App on the local machine. Drag and drop variables
in a data set to categorize them as possible independent,
dependent, moderating, or mediating variables. Then run dozens
(or hundreds) of analyses instantly to uncover any statistically
significant relationships among variables. Any relationship
thus uncovered should be tested in follow-up studies.
This tool is designed only to facilitate exploratory
analyses and should NEVER be used for p-hacking. Many of
the functions used in this package are previous versions of functions
in the R Packages 'kim' and 'ezr'.
Selected References:
Chang et al. (2021) <https://CRAN.R-project.org/package=shiny>.
Dowle et al. (2021) <https://CRAN.R-project.org/package=data.table>.
Kim (2023) <https://jinkim.science/docs/kim.pdf>.
Kim (2021) <doi:10.5281/zenodo.4619237>.
Kim (2020) <https://CRAN.R-project.org/package=ezr>.
Simmons et al. (2011) <doi:10.1177/0956797611417632>
Tingley et al. (2019) <https://CRAN.R-project.org/package=mediation>.
Wickham et al. (2020) <https://CRAN.R-project.org/package=ggplot2>.

Jin Kim

exploratory

A Tool for Large-Scale Exploratory Analyses

multiple_regression function

<dl><dt>data</dt>
<dd>a data object (a data frame or a data.table)</dd>
<dt>formula</dt>
<dd>a formula object for the regression equation</dd>
<dt>sigfigs</dt>
<dd>number of significant digits to round to</dd>
<dt>round_digits_after_decimal</dt>
<dd>round to nth digit after decimal
(alternative to <code>sigfigs</code>)</dd></dl>

Arguments

Summarize multiple regression results in a data.table — multiple_regression

<dl>

<dt>data</dt>
<dd>a data object (a data frame or a data.table)</dd>


<dt>formula</dt>
<dd>a formula object for the regression equation</dd>


<dt>sigfigs</dt>
<dd>number of significant digits to round to</dd>


<dt>round_digits_after_decimal</dt>
<dd>round to nth digit after decimal
(alternative to <code>sigfigs</code>)</dd>

</dl>

multiple_regression: Summarize multiple regression results in a data.table

Description

Usage

Value

Arguments

Examples