dat_sim

A simple graph and corresponding dataset used in the examples illustrating <code>tpc</code>.

datasets

Constraint-based causal discovery using the PC algorithm while
accounting for a partial node ordering, for example a partial temporal ordering
when the data were collected in different waves of a cohort study.
Andrews RM, Foraita R, Didelez V, Witte J (2021) <arXiv:2108.13395>
provide a guide how to use tpc to analyse cohort data.

Ronja Foraita

Tiered PC Algorithm

Janine Witte

DFG 

dat_sim function

A data frame with 1000 observations and 9 numerical variables simulated by
drawing from a multivariate distribution according to the DAG <code>true_sim</code>.<dl>
 <dt>A1</dt>
<dd>numeric</dd> <dt>B1</dt>
<dd>numeric</dd> <dt>C1</dt>
<dd>numeric</dd> <dt>A2</dt>
<dd>numeric</dd> <dt>B2</dt>
<dd>numeric</dd> <dt>C2</dt>
<dd>numeric</dd> <dt>A3</dt>
<dd>numeric</dd> <dt>B3</dt>
<dd>numeric</dd> <dt>C3</dt>
<dd>numeric</dd>
</dl>

Format

Simulated Data with a Partial Ordering — dat_sim

A data frame with 1000 observations and 9 numerical variables simulated by
drawing from a multivariate distribution according to the DAG <code>true_sim</code>.<dl>
 <dt>A1</dt>
<dd>numeric</dd>

 <dt>B1</dt>
<dd>numeric</dd>

 <dt>C1</dt>
<dd>numeric</dd>

 <dt>A2</dt>
<dd>numeric</dd>

 <dt>B2</dt>
<dd>numeric</dd>

 <dt>C2</dt>
<dd>numeric</dd>

 <dt>A3</dt>
<dd>numeric</dd>

 <dt>B3</dt>
<dd>numeric</dd>

 <dt>C3</dt>
<dd>numeric</dd>


</dl>

dat_sim: Simulated Data with a Partial Ordering

Description

Usage

Arguments

Format