Diagnostics

Discover patterns, anomalies, and structural breaks in your time series.

Categories

Seasonality Detection

Detect and analyze seasonal patterns

detect_seasonalityanalyze_seasonality

Time Series Decomposition

Separate trend, seasonal, and residual

mstl_decomposition

Changepoint Detection

Find structural breaks and regime shifts

detect_changepointsdetect_changepoints_by+1 more

All Functions

All CategoryChangepointsDecompositionSeasonality

Function	Category	Description
anofox_fcst_ts_detect_seasonality	Seasonality	Detect if series has seasonal patterns
anofox_fcst_ts_analyze_seasonality	Seasonality	Detailed seasonality analysis with strength metrics
anofox_fcst_ts_mstl_decomposition	Decomposition	MSTL decomposition (trend + seasonal + residual)
anofox_fcst_ts_detect_changepoints	Changepoints	Single series structural break detection
anofox_fcst_ts_detect_changepoints_by	Changepoints	Multi-series changepoint detection
anofox_fcst_ts_detect_changepoints_agg	Changepoints	Aggregate function for custom grouping

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