hittingpoint

calculate the hitting time and the sign of
respective variable in a path.

Split Knockoff is a data adaptive variable selection framework for controlling the
(directional) false discovery rate (FDR) in structural sparsity, where variable
selection on linear transformation of parameters is of concern. This proposed scheme
relaxes the linear subspace constraint to its neighborhood, often known as variable
splitting in optimization.
Simulation experiments can be reproduced following the Vignette.
'Split Knockoffs' is first defined in Cao et al. (2021) <doi:10.48550/arXiv.2103.16159>.

Yuxuan Chen

SplitKnockoff

Split Knockoffs for Structural Sparsity

Haoxue Wang

Yang Cao

Xinwei Sun

Yuan Yao

hittingpoint function

<dl><dt>coef</dt>
<dd>the path for one variable</dd>
<dt>lambdas</dt>
<dd>respective value of lambda in the path</dd></dl>

Arguments

hitting point calculator on a given path — hittingpoint

<dl>

<dt>coef</dt>
<dd>the path for one variable</dd>


<dt>lambdas</dt>
<dd>respective value of lambda in the path</dd>

</dl>

hittingpoint: hitting point calculator on a given path

Description

Usage

Value

Arguments