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Home/Authors/Sara Magliacane

Sara Magliacane

1 indexed paper

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26

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Stats ML×1ML×1Stats Method.×1

Frequent co-authors

Roel Hulsman1×
Carles Balsells-Rodas1×

Research Timeline

2026
Identifiable Markov Switching Models with Instantaneous Effects and Exponential Families

This paper establishes the identifiability of latent regimes and regime-dependent causal structures in complex non-stationary time series modeled by Markov Switching Models, even with instantaneous effects and exponential noise.

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Papers

stat.MLcs.LGstat.MERecentJun 1, 2026

Identifiable Markov Switching Models with Instantaneous Effects and Exponential Families

Roel Hulsman, Carles Balsells-Rodas, Sara Magliacane

This paper establishes the identifiability of latent regimes and regime-dependent causal structures in complex non-stationary time series modeled by Markov Switching Models, even with instantaneous ef…

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