timecorr.simulate_data#
- timecorr.simulate_data(datagen='ramping', return_corrs=False, set_random_seed=False, S=1, T=100, K=10, B=5)[source]#
Simulate timeseries data
- Parameters:
- datagenstr
- Data generation function. Options:
ramping
block
constant
random
- return_corrsbool
If true, returns the correlations used to create the data
- set_random_seedbool or int
Default False (choose a random seed). If True, set random seed to 123. If int, set random seed to the specified value.
- Sint
Number of subjects.
- Tint
Total time
- Kint
Number of features
- Bint
Number of blocks
- Returns:
- datanp.ndarray
A samples by number of electrodes array of simulated iEEG data
- sub_locspd.DataFrame
A location by coordinate (x,y,z) matrix of simulated electrode locations