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Out-of-Sample

Academic research on statistical learning, with an eye on what works in practice.

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The Shape of Sovereign Credit Risk

Macro fundamentals predict sovereign CDS spreads across countries but not across maturities, and the gap is informative about functional form rather than about the fundamentals themselves.

Uncertainty as a Trading Principle

A Bayesian neural network gives every portfolio weight a credible interval, and the interval says when not to trade.

Conformal Prediction: A Volatility Band in Disguise

It looks like Bayesian uncertainty. In finance, that resemblance is the trap.

The Shrinkage Hidden Inside Model Averaging

Why Bayesian model averaging is just another way to pull coefficients toward zero — and why that matters for prediction.

The Noise Tax in Economic Forecasting

What Happens When You Let Irrelevant Predictors Vary Over Time

Not Just Noise in Crypto

Why Mispricing Deserves a Place in Your Crypto Factor Model

Coming soon

This is Out-of-Sample, a newsletter about Economics, Finance, Digital Assets.