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0.13.1
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  • Model building
  • Marginalization
  • Reparametrization
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  • Distributions
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    • Statespace Core
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    • Statespace Models
      • BayesianETS
      • BayesianSARIMAX
      • BayesianVARMAX
  • Prior specification
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  • Statespace models
  • Statespace Models

Statespace Models#

BayesianETS([order, endog_names, trend, ...])

Exponential Smoothing State Space Model

BayesianSARIMAX(order[, seasonal_order, ...])

Seasonal AutoRegressive Integrated Moving Average with eXogenous regressors.

BayesianVARMAX(order[, endog_names, ...])

Vector AutoRegressive Moving Average with eXogenous Regressors

Structural Components#

  • Structural Components
    • LevelTrend
    • Autoregressive
    • TimeSeasonality
    • FrequencySeasonality
    • MeasurementError
    • Cycle

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