bp_survival_reg

Convenience constructor mapping <code>family</code> to the appropriate
 parsnip model (<code>proportional_hazards</code>, <code>proportional_odds</code>, or
 <code>survival_reg</code>).

Semiparametric survival analysis based on Bernstein polynomials.
'spsurv' includes proportional hazards, proportional odds and accelerated
failure time frameworks for right-censored data. RV Panaro (2020)
<doi:10.48550/arXiv.2003.10548>.

Renato Panaro

spsurv

Bernstein Polynomial Based Semiparametric Survival Analysis

Fábio Demarqui

Vinicius Mayrink

bp_survival_reg function

<dl><dt>family</dt>
<dd>Model family: <code>"ph"</code>, <code>"po"</code>, or <code>"aft"</code>.</dd>
<dt>mode</dt>
<dd>Model mode (default <code>"censored regression"</code>).</dd>
<dt>engine</dt>
<dd>parsnip engine (default <code>"spsurv"</code> for MLE).</dd></dl>

Arguments

Bernstein survival regression specification — bp_survival_reg

<dl>

<dt>family</dt>
<dd>Model family: <code>"ph"</code>, <code>"po"</code>, or <code>"aft"</code>.</dd>


<dt>mode</dt>
<dd>Model mode (default <code>"censored regression"</code>).</dd>


<dt>engine</dt>
<dd>parsnip engine (default <code>"spsurv"</code> for MLE).</dd>

</dl>

bp_survival_reg: Bernstein survival regression specification

Description

Usage

Value

Arguments