coef.cox_cure_net

coef.cox_cure_net_uncer

Extract the covariate coefficient estimates from a solution path of
regularized Cox cure rate model.

Contains implementations of
the integrative Cox model with uncertain event times
proposed by Wang, et al. (2020) <doi:10.1214/19-AOAS1287>,
the regularized Cox cure rate model with uncertain event status
proposed by Wang, et al. (2023) <doi:10.1007/s12561-023-09374-w>,
and other survival analysis routines including
the Cox cure rate model proposed by
Kuk and Chen (1992) <doi:10.1093/biomet/79.3.531>
via an EM algorithm proposed by
Sy and Taylor (2000) <doi:10.1111/j.0006-341X.2000.00227.x>,
the regularized Cox cure rate model with elastic net penalty following
Masud et al. (2018) <doi:10.1177/0962280216677748>.

Wenjie Wang

intsurv

Integrative Survival Modeling

Kun Chen

Jun Yan

coef.cox_cure_net function

<dl><dt>object</dt>
<dd>Object representing a fitted solution path.</dd>
<dt>selection</dt>
<dd>A character string for specifying the criterion for
selection of coefficient estimates. The available options are
<code>"bic1"</code> for selecting coefficient estimates by regular BIC
criterion based on the number of observations, <code>"bic2"</code> for a
variant BIC criterion based on the effective sample size, and
<code>"all"</code> for returning the whole solution path. See
<code>BIC.cox_cure_net</code> for details of selection by BIC.</dd>
<dt>...</dt>
<dd>Other arguments for future usage.</dd></dl>

Arguments

Estimated Covariate Coefficients — coef.cox_cure_net

<dl>

<dt>object</dt>
<dd>Object representing a fitted solution path.</dd>


<dt>selection</dt>
<dd>A character string for specifying the criterion for
selection of coefficient estimates. The available options are
<code>"bic1"</code> for selecting coefficient estimates by regular BIC
criterion based on the number of observations, <code>"bic2"</code> for a
variant BIC criterion based on the effective sample size, and
<code>"all"</code> for returning the whole solution path. See
<code>BIC.cox_cure_net</code> for details of selection by BIC.</dd>


<dt>...</dt>
<dd>Other arguments for future usage.</dd>

</dl>

coef.cox_cure_net: Estimated Covariate Coefficients

Description

Usage

Value

Arguments

Examples