popsynth.simulated_variable module
- class popsynth.simulated_variable.SimulatedVariable(observed_values: ndarray, latent_values: ndarray, selection: ndarray)[source]
Bases:
ndarraySimulatedVariables hold the observed and latent values from a population synth variable as well as its selection.
The array displays as the observed values. The latent values can be accessed with x.latent
Subsets of selected and non-selected values can be accessed:
x.selected x.non_selected
which return a SimulatedVariable that is a subset of the values.
Math operations applied to the object will be applied to the observed and latent values.
- property latent: ndarray
The latent values simulated which are unobscured by measurement error
- Returns
- property selected: SimulatedVariable
returns the latent and observed values that were selected as a new SimulatedVariable
- property non_selected: SimulatedVariable
returns the latent and observed values that were selected as a new SimulatedVariable