This function fits a wisp model to an attractor-based simulation dataset and extracts the estimated functional spatial effects, replicate random effects, and p-values for functional spatial effects. It then compiles these results along with the ground-truth values from the simulation for comparison.
Usage
model_attractor_simulation_wisp(sim, sim_num, bs_num = 1000, max_fork = 1)
Arguments
- sim
A list object returned by the attractor_simulation function, containing the simulation data and parameters.
- sim_num
An integer specifying the simulation number for setting the random seed and labeling results.
Value
A data frame containing the estimated values (est), ground-truth values (true), parameter types (param), parameter-associated gene or replicate (id), modeling method used (method), and simulation number (sim).