classify_nodes

Labels each node by causal role in a console tabular grid. This function is
mostly used as an internal helper, but can be used on its own. Users are
encouraged to alternatively use <code>DAGassist::DAGassist(show=roles)</code> for role
table specific output.

Provides robustness checks to align estimands with the identification
that they require. Given a 'dagitty' object and a model specification,
'DAGassist' classifies variables by causal roles, flags problematic controls,
and generates a report comparing the original model with minimal and canonical
adjustment sets. Exports publication-grade reports in 'LaTeX', 'Word', 'Excel',
'dotwhisker', or plain text/'markdown'. 'DAGassist' is built on 'dagitty', an
'R' package that uses the 'DAGitty' web tool (<https://dagitty.net/>) for
creating and analyzing DAGs. Methods draw on Pearl (2009) <doi:10.1017/CBO9780511803161>
and Textor et al. (2016) <doi:10.1093/ije/dyw341>.

Graham Goff

DAGassist

Test Robustness with Directed Acyclic Graphs

Michael Denly

classify_nodes function

<dl><dt>dag</dt>
<dd>A <code>dagitty</code> DAG object.</dd>
<dt>exposure</dt>
<dd>Optional-- inferred from DAG if not set; character; exposure node name (Exp.).</dd>
<dt>outcome</dt>
<dd>Optional-- inferred from DAG if not set; character; outcome node name (Out.).</dd></dl>

Arguments

Classify DAG nodes — classify_nodes

<dl>

<dt>dag</dt>
<dd>A <code>dagitty</code> DAG object.</dd>


<dt>exposure</dt>
<dd>Optional-- inferred from DAG if not set; character; exposure node name (Exp.).</dd>


<dt>outcome</dt>
<dd>Optional-- inferred from DAG if not set; character; outcome node name (Out.).</dd>

</dl>

classify_nodes: Classify DAG nodes

Description

Usage

Value

Arguments

Examples