simple_window

Internal helper for window decay, used in TMA v0.1.0. Not exported. Kept for backward compatibility with legacy decay function creation.

A robust computational framework for analyzing complex multimodal data. Extends existing state-dependent models to account for diverse data streams, addressing challenges such as varying temporal scales and learner characteristics to improve the robustness and interpretability of findings. For methodological details, see Shaffer, Wang, and Ruis (2025) "Transmodal Analysis" <doi:10.18608/jla.2025.8423>.

Cody L Marquart

Transmodal Analysis (TMA)

Muhammad Hasnat Ashiq

David Williamson Shaffer

simple_window function

<dl><dt>x</dt>
<dd>Numeric vector of time differences.</dd>
<dt>args</dt>
<dd>List of arguments (expects `window_size`).</dd></dl>

Arguments

Internal: Simple window decay (legacy) — simple_window

<dl>

<dt>x</dt>
<dd>Numeric vector of time differences.</dd>


<dt>args</dt>
<dd>List of arguments (expects `window_size`).</dd>

</dl>

simple_window: Internal: Simple window decay (legacy)

Description

Usage

Value

Arguments