A dataset simulated using a regime-switching continuous-time nonlinear predator-and-prey model with 2 observed indicators for identifying two latent factors. The variables are as follows:
A data frame with 6000 rows and 8 variables
id. ID of the systems (1 to 20)
time. Time index (300 time points for each system)
prey. The true population of the prey species
predator. The true population of the predator species
x. Observed indicator for the population of the prey species
y. Observed indicator for the population of the predator species
cond. A time-varying covariate indicating the conditions of the respective eco-system across time which affects the regime-switching transition matrix
regime. The true regime indicators across time (1 and 2).
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