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Repeated Surveys Kalman Filter (RSK)

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#Repeated Suvery Kalman Filter (RSK) This is an implementation of the Kalman filter of Jo Thori Lind found in the papers here and here.

Notation guide

Variable Code Description
T n_periods Number of point in time measurements
N n_individuals Number of individuals
m n_vars Number of observed variables per individual per time slice
n n_alpha Length of the α vector
F transition_matrix Markov transition matrix
Z translation_matrix Translates α into group means μ

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  • Python 100.0%