
Analysis
What does out-of-sample mean in a forecasting paper?
Out-of-sample scoring is the only published test that approximates live trading, and most papers still manage to overstate it.
Analysis coverage from UZU NEWS.

Out-of-sample scoring is the only published test that approximates live trading, and most papers still manage to overstate it.

Federal regulators rewrote model risk management guidance in April 2026, keeping the same validation core built around conceptual soundness and outcomes…

The 2026 results — 32 banks, $708 billion in projected losses — arrive inside a methodology overhaul that trades year-to-year volatility for smoother…

Point-in-time integrity, provenance, history depth and decay tests — the questions that separate a signal from a spreadsheet.

Hidden Markov and clustering models summarize states that already happened — timely labeling of live regimes is the hard, partly unsolved part.