generate_time_series_data#

causalpy.data.simulate_data.generate_time_series_data(N=100, treatment_time=70, beta_temp=-1, beta_linear=0.5, beta_intercept=3)[source]#

Generates interrupted time series example data

Parameters:
  • N – Length of the time series

  • treatment_time – Index of when treatment begins

  • beta_temp – The temperature coefficient

  • beta_linear – The linear coefficient

  • beta_intercept – The intercept