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bayesRecon - MaRDI portal

bayesRecon (Q160069)

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Probabilistic Reconciliation via Conditioning
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bayesRecon
Probabilistic Reconciliation via Conditioning

    Statements

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    0.1.0
    26 May 2023
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    0.1.1
    10 June 2023
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    0.1.2
    24 August 2023
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    0.2.0
    19 December 2023
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    19 December 2023
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    Provides methods for probabilistic reconciliation of hierarchical forecasts of time series. The available methods include analytical Gaussian reconciliation (Corani et al., 2021) <doi:10.1007/978-3-030-67664-3_13>, MCMC reconciliation of count time series (Corani et al., 2022) <doi:10.48550/arXiv.2207.09322>, Bottom-Up Importance Sampling (Zambon et al., 2022) <doi:10.48550/arXiv.2210.02286>.
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