Simulate Data from a DAG and Associated Node Information

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Documentation for package ‘simDAG’ version 0.2.2

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

simDAG-package	Simulate Data from a DAG and Associated Node Information
+.DAG	Add a 'DAG.node' object to a 'DAG' object
add_node	Add a 'DAG.node' object to a 'DAG' object
as.data.frame.simDT	Transform 'sim_discrete_time' output into the start-stop, long- or wide-format
as.data.table.simDT	Transform 'sim_discrete_time' output into the start-stop, long- or wide-format
as.igraph.DAG	Transform a DAG object into an 'igraph' object
dag2matrix	Obtain a Adjacency Matrix from a 'DAG' object
dag_from_data	Fills a partially specified 'DAG' object with parameters estimated from reference data
do	Pearls do-operator for 'DAG' objects
empty_dag	Initialize an empty 'DAG' object
long2start_stop	Transform a 'data.table' in the long-format to a 'data.table' in the start-stop format
matrix2dag	Obtain a 'DAG' object from a Adjacency Matrix and a List of Node Types
node	Create a node object to grow a DAG step-by-step
node_binomial	Simulate a Node Using Logistic Regression
node_competing_events	Simulate a Time-to-Event Node with Multiple Mutually Exclusive Events in Discrete-Time Simulation
node_conditional_distr	Simulate a Node by Sampling from Different Distributions based on Strata
node_conditional_prob	Simulate a Node Using Conditional Probabilities
node_cox	Simulate a Node Using Cox-Regression
node_custom	Create Your Own Function to Simulate a Root Node, Child Node or Time-Dependent Node
node_gaussian	Simulate a Node Using Linear Regression
node_identity	Simulate a Node based on an expression
node_multinomial	Simulate a Node Using Multinomial Regression
node_negative_binomial	Simulate a Node Using Negative Binomial Regression
node_poisson	Simulate a Node Using Poisson Regression
node_td	Create a node object to grow a DAG step-by-step
node_time_to_event	Simulate a Time-to-Event Node in Discrete-Time Simulation
plot.DAG	Plot a 'DAG' object
plot.simDT	Create a Simple Flowchart for a Discrete-Time Simulation
rbernoulli	Generate Random Draws from a Bernoulli Distribution
rcategorical	Generate Random Draws from a Discrete Set of Labels with Associated Probabilities
rconstant	Use a single constant value for a root node
sim2data	Transform 'sim_discrete_time' output into the start-stop, long- or wide-format
sim_discrete_time	Using Discrete-Time Simulation to Generate Complex Data from a Given DAG and Node Information
sim_from_dag	Simulate Data from a Given DAG and Node Information
sim_n_datasets	Generate multiple datasets from a single 'DAG' object