I'm trying to create some random time series with shifts (or gap) along the series. Some with normal distribution and the others with non-normal distribution (Log normal for example). For both I have to decide:
- the numbers of the shifts
- the positions of each shifts
- the magnitudes of each shifts
- the lenght between a shift and another one
The data is 130 years length (monthly) with all positive numbers (because I want to simulate natural abundance time series). I hope with a picture you can understand better.
This is an example to understand what I want to create
I red in other questions some methods for example I tried with arima.sim() but I think that I can't put my shifts.
Please help me.
Thank you
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