Module types 

Temporal analysis types and data structures.

Structs

ARIMAParams

ARIMA model parameters.

ARIMAResult

Result of ARIMA fitting and forecasting.

ChangePointResult

Change point detection result.

DecompositionResult

Seasonal decomposition result (STL-like).

GARCHCoefficients

GARCH model coefficients.

GARCHParams

GARCH model parameters.

ProphetResult

Prophet-style decomposition result.

TimeSeries

A time series data structure.

TimeSeriesAnomalyResult

Anomaly detection result for time series.

TrendResult

Trend extraction result.

VolatilityResult

Volatility analysis result.

Enums

AnomalyMethod

Method for time series anomaly detection.

ChangePointMethod

Change point detection method.

TrendMethod

Type of trend extraction method.