Upload a dataset
Stage a CSV first when the modeling frame lives outside the site registry.
ContinueData-Driven Models
Data-Driven Models
Models / Route
This family now runs as one route. Enter through data, choose a model class, evaluate the setup, then move into forecast output.
HelpConnect one provider series for the live ARIMA path or stage an uploaded dataset for review.
VAR, BVAR, Ridge, LASSO, and Ensemble are fully modeled in the workflow but remain non-runnable in this pass.
ARIMA is the only live run path mapped onto the existing forecast engine.
Data-Driven Models
Connect a live macro series or stage an uploaded dataset, review the aligned frame, choose one model class, then move into evaluation and forecast output.
Entry paths
2
Live run class
ARIMA
Modeled classes
6
Model classes
ARIMA
One-series baseline forecast built from historical persistence and differencing.
VAR
Interacting series with lag structure and stability checks.
BVAR
VAR structure with priors and shrinkage over a compact macro system.
RIDGE
Regularized regression for broad feature packs with stable shrinkage.
LASSO
Sparse regression that can zero out weaker predictors.
ENSEMBLE
Combines several empirical models into one scored baseline.