Macroeconomic model reference

Ridge regression Model

L2-penalized linear regression -- shrinks coefficients toward zero to stabilize forecasts when predictors are many or collinear.

Empirical forecasting models · Interactive graph

Ridge regression graph: parameters, shocks, and readouts

Use the Ridge regression graph to move parameters, inspect shocks, and read the model outputs that change.

Macro by Mark

Model Graph unlocks with Starter and up

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Macro by Mark

Macro Model Depth unlocks with Starter and up

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Overview remains open

Graph, proof, and compare tabs require Starter or higher. Research and Pro add reproducibility exports.

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