dag_test_FS

Implements the fixed sequence testing procedure of familywise error rate control. The sequence is given through ordering elements of <code>p_order</code> increasingly.

Methodology for subgroup selection in the context of isotonic regression including methods for sub-Gaussian errors, classification, homoscedastic Gaussian errors and quantile regression. See the documentation of ISS(). Details can be found in the paper by Müller, Reeve, Cannings and Samworth (2023) <arXiv:2305.04852v2>.

Manuel M. Müller

Isotonic Subgroup Selection

Henry W. J. Reeve

Timothy I. Cannings

Richard J. Samworth

dag_test_FS function

<dl><dt>p_order</dt>
<dd>a numeric vector or matrix with one column whose order determines the sequence of tests.</dd>
<dt>p</dt>
<dd>a numeric vector taking values in (0, 1] such that <code>length(p) == nrow(p_order)</code> if p_order is a matrix (or <code>length(p) == length(p_order)</code> if p_order is a numeric vector).</dd>
<dt>alpha</dt>
<dd>a numeric value in (0, 1] specifying the Type I error rate.</dd>
<dt>decreasing</dt>
<dd>a boolean value determining whether the order of p_order should be understood in decreasing order.</dd></dl>

Arguments

dag_test_FS — dag_test_FS

<dl>

<dt>p_order</dt>
<dd>a numeric vector or matrix with one column whose order determines the sequence of tests.</dd>


<dt>p</dt>
<dd>a numeric vector taking values in (0, 1] such that <code>length(p) == nrow(p_order)</code> if p_order is a matrix (or <code>length(p) == length(p_order)</code> if p_order is a numeric vector).</dd>


<dt>alpha</dt>
<dd>a numeric value in (0, 1] specifying the Type I error rate.</dd>


<dt>decreasing</dt>
<dd>a boolean value determining whether the order of p_order should be understood in decreasing order.</dd>

</dl>

dag_test_FS: dag_test_FS

Description

Usage

Value

Arguments

Examples