Builds a random network with a pre-specified correlation structure between off-diagonal elements A_ij and A_ji
build_rho_mat(S, sigma, rho, mn = 0, dval = 1)
| S | The size of the network (number of components) |
|---|---|
| sigma | The standard deviation of network interaction strengths |
| rho | The correlation between component interaction strengths (i.e., between off-diagonal matrix elements A_ij and A_ji |
| mn | The mean interaction strength |
| dval | Self-regulation of network elements (1 by default) |
A matrix with a pre-specified correlation structure.
eg_mat <- build_rho_mat(S = 8, sigma = 0.4, rho = 0.2);