new_stats_dm

<code>new_stats_dm</code> initializes a <code>stats_dm</code> object to label statistic types and
store necessary attributes for the custom methods (such as <code>plot_*</code>)

internal

Fit and explore Drift Diffusion Models (DDMs),
a common tool in psychology for describing decision processes in simple
tasks. It can handle both time-independent and time-dependent DDMs. You
either choose prebuilt models or create your own, and the package takes
care of model predictions and parameter estimation. Model predictions
are derived via the numerical solutions provided by Richter, Ulrich, and
Janczyk (2023, <doi:10.1016/j.jmp.2023.102756>).

Valentin Koob

dRiftDM

Estimating (Time-Dependent) Drift Diffusion Models

Thomas Richter

Markus Janczyk

new_stats_dm function

<dl><dt>stat_df</dt>
<dd>a <code>data.frame</code>, containing calculated statistics to be
encapsulated within the <code>stats_dm</code> class.</dd>
<dt>type</dt>
<dd>a character string, specifying the type of statistic provided by
<code>stat_df</code>. Valid options include <code>"basic_stats"</code>, <code>"cafs"</code>, <code>"quantiles"</code>,
<code>"delta_funs"</code>, and <code>"fit_stats"</code>.</dd>
<dt>...</dt>
<dd>Additional arguments passed to set attributes. For <code>"cafs"</code>,
<code>"quantiles"</code>, and <code>"delta_funs"</code>, a <code>b_coding</code> attribute is required.</dd></dl>

Arguments

Create a New stats_dm Object — new_stats_dm

<dl>

<dt>stat_df</dt>
<dd>a <code>data.frame</code>, containing calculated statistics to be
encapsulated within the <code>stats_dm</code> class.</dd>


<dt>type</dt>
<dd>a character string, specifying the type of statistic provided by
<code>stat_df</code>. Valid options include <code>"basic_stats"</code>, <code>"cafs"</code>, <code>"quantiles"</code>,
<code>"delta_funs"</code>, and <code>"fit_stats"</code>.</dd>


<dt>...</dt>
<dd>Additional arguments passed to set attributes. For <code>"cafs"</code>,
<code>"quantiles"</code>, and <code>"delta_funs"</code>, a <code>b_coding</code> attribute is required.</dd>

</dl>

new_stats_dm: Create a New stats_dm Object

Description

Usage

Value

Arguments

Details