SimulateData3P: Simulate data for a node with three parents

In MRPC: PC Algorithm with the Principle of Mendelian Randomization

Simulate data for a node with three parents

Description

Simulate data for a node with three parents

Usage

  SimulateData3P(N, P1, P2, P3, b0.1, b1.1, b1.2, b1.3, sd.1)

Arguments

N	Number of observations.
P1	Data vector of the parent node, P1.
P2	Data vector of the parent node, P2.
P3	Data vector of the parent node, P3.
b0.1	Intercept of b0.1 + b1.1*P1 + b1.2*P2 + b1.3*P3, where P1, P2, and P3 are the parents of the corresponding node.
b1.1	Slope of P1 for b0.1 + b1.1*P1 + b1.2*P2 + b1.3*P3, where P1, P2, and P3 are the parents of the corresponding node.
b1.2	Slope of P2 for b0.1 + b1.1*P1 + b1.2*P2 + b1.3*P3, where P1, P2, and P3 are the parents of the corresponding node.
b1.3	Slope of P3 for b0.1 + b1.1*P1 + b1.2*P2 + b1.3*P3, where P1, P2, and P3 are the parents of the corresponding node.
sd.1	Standard deviation for corresponding data generated node.

Value

Vector

Author(s)

Md Bahadur Badsha ([e-mail])

See Also

SimulateData for simulated data generating function.

Examples

Data3P <- SimulateData3P(N = 10^3, 
                         P1 = 1, 
                         P2 = 1, 
                         P3 = 1, 
                         b0.1 = 0, 
                         b1.1 = 1, 
                         b1.2 = 1, 
                         b1.3 = 1, 
                         sd.1 = 1)

MRPC documentation built on April 11, 2022, 5:10 p.m.