All functions

ARMAModel()

ARMA Model

ConstantModel()

Constant Model

ETSModel()

ETS Model

EmpiricalInterval()

Empirical Interval Method

IDSModel()

IDS Model

INARCHModel()

INARCH Model

KDEModel()

KDE Model

LSDModel()

Last Similar Dates (LSD) Model

LogPlusOneTransform()

Log Plus One Transformation

LogTransform()

Log Transformation

MarginalModel()

Marginal Model

ModelTrajectoryInterval()

Model Trajectory Interval Method

NoInterval()

No Interval Method

NoTransform()

No Transformation

OLSModel()

OLS Model

ParametricInterval()

Parametric Interval Method

PowerPlusOneTransform()

Power Plus One Transformation

PowerTransform()

Power Transformation

STLModel()

STL Model

SquareRootTransform()

Square Root Transformation

TemporalInfo()

Create Temporal Information Object

add_intervals()

Add Intervals to Forecast

add_median()

Add Median to Forecast

add_temporal_info()

Add Temporal Information to Forecast

add_trajectories()

Add Trajectories to Forecast

add_truth()

Add Truth Values to Forecast

as_forecast_point(<ForecastBaselines_Forecast>)

Convert ForecastBaselines Forecast to scoringutils point forecast

as_forecast_quantile(<ForecastBaselines_Forecast>)

Convert ForecastBaselines Forecast to scoringutils quantile forecast

as_hubverse()

Convert ForecastBaselines Forecast to hubverse format

filter_horizons()

Filter Forecast to Specific Horizons

filter_levels()

Filter Forecast to Specific Confidence Levels

fit_baseline()

Fit a Baseline Model

forecast()

Generate Complete Forecast with Intervals

has_horizon()

Check if Forecast has Horizon

has_intervals()

Check if Forecast has Intervals

has_mean()

Check if Forecast has Mean

has_median()

Check if Forecast has Median

has_trajectories()

Check if Forecast has Trajectories

has_truth()

Check if Forecast has Truth Values

interval_forecast()

Generate Interval Forecasts

inverse_transform_data()

Apply Inverse Transformation

is_setup()

Check if Julia and ForecastBaselines.jl are set up

point_forecast()

Generate Point Forecasts

print(<ForecastBaselines_Forecast>)

Print method for Forecast objects

setup_ForecastBaselines()

Setup Julia and load ForecastBaselines.jl

transform_data()

Apply Data Transformation

transform_model()

Apply Transformation to Model

truncate_horizon()

Truncate Forecast Horizon