Quantitative Research Suite · Phase 2

XAUUSD Economic Event Impact Explorer

Empirical price distributions mapped to authoritative US macroeconomic calendar releases. Analyze 1-hour immediate release impulses, 4-hour continuation breadth, pre-event drift, and historical reversal probabilities across CPI, NFP, and FOMC catalysts.

Empirical Broker Candle MatchingStructured Economic Calendar FeedMatched Samples: N=1 Releases

Select Macroeconomic Catalyst Family

Empirical price distributions mapped to authoritative economic calendar release timestamps.

Quantitative Distribution Suppressed (N=1)STATISTICAL INTEGRITY RULE

Sample size N=1 (< 3) is too small to compute a statistical distribution. Summary medians and reversal rates are suppressed to avoid pseudo-rigorous figures.

Observed 1H Impulse

$70.83

Single event (N=1)

Observed 4H Range

$82.61

Single event (N=1)

Reversal Frequency

—

Suppressed: requires N >= 3

Pre-News Drift

$1.45

Average price drift 1 hour prior

Max Recorded Spike

$82.61

N=1 matched releases

Macroeconomic Event Impact Comparison Matrix

Comparative empirical statistics showing how gold reacts across different macroeconomic announcements.

Event FamilySample (N)1H Impulse4H RangeReversal RateMax SpikePrimary Microstructure Risk
US Consumer Price Index (CPI)(Selected)1$70.83$82.61— (N < 3)$82.61Quote widening and slippage risk around release; directional real-yield realignment.
US Non-Farm Payrolls (Monthly NFP)0————Monthly employment surprise volatility. (No completed NFP release in active 14-day window).
FOMC Rate Decisions & Statements0————High surprise risk around federal funds rate announcements and dot plot revisions. (No rate decision meeting in active 14-day window).
US Initial Jobless Claims (Weekly)2$31.13$47.83— (N < 3)$57.44High-frequency weekly labor health; frequent concurrent release with PPI/Retail Sales.
FOMC Speeches & Fed Remarks10$9.70$30.3420%$76.36Fed official remarks (all 9 events are regional president speeches with low broker impact).
US Producer Price Index (PPI)1$29.07$38.22— (N < 3)$38.22Upstream wholesale inflation; coincided with Retail Sales on 2026-10-15 (shared 12:30 UTC candle).
US Retail Sales1$29.07$38.22— (N < 3)$38.22Consumer spending impulse; coincided with PPI on 2026-10-15 (shared 12:30 UTC candle).
All High-Impact USD Announcements3$29.07$38.220%$82.61Composite of all tier-1 USD catalysts across active calendar sample (simultaneous releases deduplicated).

Historical Price Reaction Log (US Consumer Price Index (CPI))

Verified release-by-release candle metrics matched from broker OHLCV history.

1 recorded events with broker candle coverage
Date (UTC)Event TitleActual / ForecastPre-Drift1H Impulse1H Net Move4H RangeClassification
2026-10-14 12:30
US CPI (Headline & Core m/m, y/y)
0.6% / 3.7% / 2.6% / 0.3% / 0.6% / 3.6% / 2.5% / 0.2%$-1.45$70.83-$41.44$82.61
Trend Held

Microstructure Liquidity Thinning

During major macroeconomic releases (such as CPI, NFP, or FOMC), liquidity providers frequently widen bid/ask quotes and book depth deteriorates sharply during the initial release seconds. Standard 1H broker candles record OHLC ranges but cannot measure millisecond-level tick spreads. Traders should account for execution friction, slippage, and quote delays around news events.

Notice: High slippage and quote delay risk

Release Window Volatility

Quantitative and institutional trading systems typically curtail market order execution immediately prior to scheduled releases and wait for the initial release bar to close. This minimizes exposure to non-directional whipsaws before structural price trends emerge.

View session killzones →

Simultaneous Multi-Release Mechanics

When multiple tier-1 indicators release concurrently (e.g. PPI, Retail Sales, and Initial Jobless Claims at 12:30 UTC), price action incorporates cross-asset conflicting signals. In such scenarios, the 1H candle range reflects the composite shock rather than the isolated sensitivity of an individual report.

Institutional Rule: Disentangle composite shocks
Quantitative Event Methodology & Regulatory Disclaimers
  • Empirical price action correlated from structured economic_calendar releases and Exness MT5 1H completed bars.
  • Simultaneous sub-releases at identical timestamps are grouped into single announcement windows to eliminate duplicate candle sampling.
  • Immediate release impact evaluates the event 1H candle; 4H reaction window evaluates subsequent 4-hour high/low expansion.
  • Historical distribution warning: Past volatility impulse sizes reflect specific monetary cycles and do not guarantee future reactions.
  • Statistical Integrity Notice: Sample size N=1 (< 3) is too small to calculate statistical medians, quartiles, or reversal frequencies. Summary distribution metrics are suppressed in accordance with quantitative research standards. Individual event reactions are reported in the audit log below.
  • Past Performance Notice: Macroeconomic surprise reactions are non-stationary and depend on prevailing central bank forward guidance. Historical price distributions do not guarantee future movement or eliminate liquidation risks.