NFP Surprise Volatility Model

Overview

This pillar forecasts the magnitude of US Treasury yield movements following the Non-Farm Payrolls (NFP) report. It analyzes how deviations from consensus forecasts translate into market volatility, providing a quantitative edge for event-driven trading.

What It Does

The model calculates an expected volatility range for Treasury yields by analyzing historical market reactions to NFP surprises. It ingests consensus economic forecasts and compares them to past outcomes and the resulting basis point moves in key instruments like the 10-year Treasury note. The model also weights the wage inflation component of the report, as this heavily influences the Federal Reserve's policy outlook.

Why It Matters

The NFP report is a major market-moving event, but its impact can be unpredictable. This pillar moves beyond a simple binary 'good' or 'bad' outcome to provide a data-driven estimate of the reaction's size, which is critical for pricing options and managing risk.

How It Works

First, the model gathers consensus and 'whisper' numbers for the upcoming NFP release. Second, it references a historical database to find the market's average yield reaction to surprises of different magnitudes. Third, it adjusts this baseline using the current wage inflation data and prevailing Federal Reserve sentiment. Finally, it outputs a predicted volatility range in basis points for the 60 minutes following the release.

Methodology

The core of the model is a Historical Reactivity Coefficient (HRC) derived from a regression analysis of the absolute NFP surprise (actual vs. consensus) against the absolute change in the 10-year Treasury yield within the 60 minutes post-release. This analysis covers the prior 36 NFP reports. The HRC is then adjusted by a multiplier linked to the year-over-year Average Hourly Earnings figure to account for current inflation pressures.

Edge & Advantage

This pillar provides a quantitative volatility forecast before the NFP release, allowing traders to position for the magnitude of the move, not just the direction.

Key Indicators

• Consensus vs Whisper Numbers

  high

  The difference between the official median forecast and the unpublished expectation of influential market participants.

• Historical Reactivity Coefficient

  high

  A calculated multiplier that shows how many basis points yields have historically moved per 100k jobs surprise.

• Wage Inflation Component

  medium

  The year-over-year change in Average Hourly Earnings, a key indicator of inflation for the Federal Reserve.

Data Sources

• Bureau of Labor Statistics (BLS)

  Provides the official Non-Farm Payrolls employment data.

• Bloomberg/Reuters Economic Surveys

  Aggregates and provides the consensus forecasts from economists.

• CME Group

  Provides real-time and historical data for Treasury futures, used to derive yield movements.

Example Questions This Pillar Answers

• → Will the 10-Year Treasury Yield move by more than 10 basis points in the hour after the NFP release?
• → What will be the trading range for 10-Year Treasury futures on NFP Friday?
• → Will the initial market reaction to the NFP report be larger than last month's reaction?

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