extract_tau_seq

This function retrieves the sequence of tau values from a <code>x</code> object, rounds each
value to the specified number of decimal places, and formats the output as a concise string.
If the sequence contains more than 10 values, only the first 3 and last 3 values are shown,
with ellipsis ("...") in between.

To improve estimation accuracy and stability in statistical modeling, catalytic prior distributions are employed, integrating observed data with synthetic data generated from a simpler model's predictive distribution. This approach enhances model robustness, stability, and flexibility in complex data scenarios. The catalytic prior distributions are introduced by 'Huang et al.' (2020, <doi:10.1073/pnas.1920913117>), Li and Huang (2023, <doi:10.48550/arXiv.2312.01411>).

Dongming Huang

catalytic

Tools for Applying Catalytic Priors in Statistical Modeling

Yitong Wu

Weihao Li

Ministry of Education, Singapore 

extract_tau_seq function

<dl><dt>x</dt>
<dd>A model object generated from <code>catalytic</code> that containing a sequence of tau values.</dd>
<dt>digit</dt>
<dd>An integer specifying the number of decimal places to which tau values should
be rounded. Default is 3.</dd></dl>

Arguments

Extract and Format Sequence of Tau Values — extract_tau_seq

<dl>

<dt>x</dt>
<dd>A model object generated from <code>catalytic</code> that containing a sequence of tau values.</dd>


<dt>digit</dt>
<dd>An integer specifying the number of decimal places to which tau values should
be rounded. Default is 3.</dd>

</dl>

extract_tau_seq: Extract and Format Sequence of Tau Values

Description

Usage

Value

Arguments