helske / KFAS

KFAS: R Package for Exponential Family State Space Models
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Univariate approach for maximum loglikelihood in multivariate state space models #37

Closed k41m4n closed 4 years ago

k41m4n commented 5 years ago

Is it possible to calculate maximum loglikelihood for each time series in multivariate state space models in KFAS? If so, how could it be done in KFAS? Koopman’s STAMP software provides “univariate” AIC for each time series in multivariate state space models so “univariate” maximum loglikelihood seems to be calculated there. I would like to replicate this in KFAS.

helske commented 5 years ago

Using the output from KFS you should be able to compute "univariate likelihoods" manually using v and F components of the output.

k41m4n commented 4 years ago

Thank you