SimulateData3P function

Simulate data for a node with three parents

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 + b1.1P1 + b1.2P2 + b1.3*P3, where P1, P2, and P3 are the parents of the corresponding node.
• b1.1: Slope of P1 for b0.1 + b1.1P1 + b1.2P2 + b1.3*P3, where P1, P2, and P3 are the parents of the corresponding node.
• b1.2: Slope of P2 for b0.1 + b1.1P1 + b1.2P2 + b1.3*P3, where P1, P2, and P3 are the parents of the corresponding node.
• b1.3: Slope of P3 for b0.1 + b1.1P1 + b1.2P2 + b1.3*P3, where P1, P2, and P3 are the parents of the corresponding node.
• sd.1: Standard deviation for corresponding data generated node.

Returns

Vector

Author(s)

Md Bahadur Badsha (mbbadshar@gmail.com)

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)