panel_data

as_pdata.frame

as_panel_data

as_panel_data.default

as_panel_data.pdata.frame

as_panel

Format your data for use with panelr.

Provides an object type and associated tools for storing and
wrangling panel data. Implements several methods for creating regression
models that take advantage of the unique aspects of
panel data. Among other capabilities, automates the "within-between"
(also known as "between-within" and "hybrid") panel regression specification
that combines the desirable aspects of both fixed effects and random effects
econometric models and fits them as multilevel models
(Allison, 2009 <doi:10.4135/9781412993869.d33>;
Bell & Jones, 2015 <doi:10.1017/psrm.2014.7>). These models can also be
estimated via generalized estimating equations
(GEE; McNeish, 2019 <doi:10.1080/00273171.2019.1602504>) and Bayesian
estimation is (optionally) supported via 'Stan'.
Supports estimation of asymmetric effects models via first differences
(Allison, 2019 <doi:10.1177/2378023119826441>) as well as a generalized
linear model extension thereof using GEE.

Jacob A. Long

panelr

Regression Models and Utilities for Repeated Measures and Panel
Data

panel_data function

<dl><dt>data</dt>
<dd>A data frame.</dd>
<dt>id</dt>
<dd>The name of the column (unquoted) that identifies
participants/entities. A new column will be created called <code>id</code>,
overwriting any column that already has that name.</dd>
<dt>wave</dt>
<dd>The name of the column (unquoted) that identifies
waves or periods. A new column will be created called <code>wave</code>,
overwriting any column that already has that name.</dd>
<dt>...</dt>
<dd>Attributes for adding onto this method. See
<code><a href="https://tibble.tidyverse.org/reference/new_tibble.html">tibble::new_tibble()</a></code> for a run-through of the logic.</dd></dl>

Arguments

Create panel data frames — panel_data

<dl>

<dt>data</dt>
<dd>A data frame.</dd>


<dt>id</dt>
<dd>The name of the column (unquoted) that identifies
participants/entities. A new column will be created called <code>id</code>,
overwriting any column that already has that name.</dd>


<dt>wave</dt>
<dd>The name of the column (unquoted) that identifies
waves or periods. A new column will be created called <code>wave</code>,
overwriting any column that already has that name.</dd>


<dt>...</dt>
<dd>Attributes for adding onto this method. See
<code><a href='https://tibble.tidyverse.org/reference/new_tibble.html'>tibble::new_tibble()</a></code> for a run-through of the logic.</dd>

</dl>

panel_data: Create panel data frames

Description

Usage

Value

Arguments

Examples