News-Based Momentum

Trade after news release, never before for beginners. Pre-news trading is essentially gambling on unknown outcomes. Wait for the announcement, let initial chaos settle (2-10 minutes), then trade in the confirmed direction. Yes, you miss some of the initial move, but you avoid being wrong-sided on unpredictable outcomes.

Research consensus expectations: 1) Bloomberg/Reuters polls and the CME FedWatch tool for FOMC decisions. 2) Analyst estimates for earnings (available on financial websites). 3) Economic forecast consensus for GDP, CPI, and jobs. 4) Pre-event commentary from financial media. 5) Options-market implied expectations (requires more expertise). Building this research habit is essential for news trading.

This happens when: 1) Good news was already expected ('priced in') - no new information. 2) Good news was less good than expected - disappointment despite a positive headline. 3) 'Sell the news' - traders who bought the rumor sell on confirmation. 4) Good news masks bad underlying details. Always look beyond headlines to understand how news compares to expectations.

Essential sources: 1) The Federal Reserve (federalreserve.gov) and the BLS/BEA for economic data. 2) The SEC's EDGAR and company investor-relations pages for filings and earnings. 3) CNBC / Bloomberg / Reuters for breaking news. 4) Reuters/Bloomberg terminals (if accessible). 5) X/Twitter for the fastest breaking news (verify before acting). 6) Your broker's news feed for instant alerts. Have multiple sources to avoid missing critical news.

Varies by news significance: Minor news: 15-30 minutes of impact. Moderate news (monthly data): 1-2 hours of clear direction. Major news (FOMC, CPI): 2-4 hours of primary move, can set a multi-day trend. Breaking crisis news: can create trends lasting days or weeks. Most news-driven momentum exhausts within the trading day, but significant events can reset market direction for longer periods.

Approach: 1) Monitor overnight ES/NQ futures (CME Globex) for price discovery. 2) Assess the gap size and likely type (continuation or fill). 3) Before the cash open, decide: trade the gap fill, gap continuation, or wait for clarity. 4) At the open, wait 10-15 minutes for volatility to settle. 5) Execute based on price-action confirmation. 6) Manage the position normally. For major overnight events (ECB, a US-relevant crisis abroad), expect larger gaps and more volatile opens - reduce position size.

Ride when: 1) News is significant with a clear implication. 2) The move is confirmed by volume and momentum. 3) Multiple timeframes/assets are aligning. 4) The news creates a fundamental shift (not just sentiment). Fade when: 1) The news seems like an overreaction. 2) The initial spike shows immediate reversal candles. 3) Volume is declining on the spike. 4) The news is minor or misinterpreted. 5) The news was largely priced in. Default to riding; fading is higher risk.

For index futures: 1) Track the heavyweights' earnings dates (Apple, Microsoft, Nvidia, the big banks). 2) Assess sector-concentration impact on the index. 3) Trade index futures based on the cumulative sector reaction. For single stocks: 1) Trade only large-cap liquid names. 2) Wait for the gap to settle before entering. 3) Use partial position sizing (higher volatility). 4) Trail stops aggressively - earnings momentum can reverse quickly. Consider options for defined risk on individual-stock earnings.

FOMC day creates broad-market and sector moves. Preparation: 1) Know the consensus (the CME FedWatch tool shows the market-implied odds). 2) Be ready for any outcome. Execution: 1) No position into the 2:00 PM ET decision. 2) The first 30-60 minutes after the release - including the 2:30 PM ET press conference - are very volatile, and rate-sensitive sectors (Tech, Financials, Real Estate) rotate rapidly. 3) Wait for the dust to settle before taking positions. 4) Trade index futures (ES/NQ) or sector ETFs based on the rate reaction. 5) Expect reversals - the initial reaction often overshoots and the press conference can flip it. Consider options for FOMC day due to the extreme volatility.

If the position is not moving after 30-60 minutes: 1) Re-assess the news interpretation - was the market reaction different than expected? 2) Check if liquidity/volume dried up. 3) If the position is flat (not losing), you can hold but tighten your mental time stop. 4) If the position is losing but not stopped, consider exiting and reassessing. 5) If the position is slightly profitable but momentum is dead, take the small profit. Don't hold indefinitely hoping the news 'kicks in' - momentum trades should show results relatively quickly.

Framework: 1) Data collection - historical news events with timestamps, content, and market reactions. 2) Feature engineering - sentiment scores (NLP), surprise factors, event type, time of day, market conditions. 3) Target variable - price change in the next 5/15/60 minutes. 4) Model selection - classification (direction) or regression (magnitude). 5) Training - walk-forward validation to prevent look-ahead bias. 6) Live testing - paper trade model signals for 2-3 months. 7) Integration - combine model output with real-time price action confirmation. Expect the model to be directionally accurate 55-65% of the time.

Depends on the IV level: High IV (>80th percentile) pre-event: straddles are expensive. Consider waiting for the post-event IV crush to sell premium, or use spreads to reduce vega exposure. Normal IV: a long straddle/strangle if expecting a large move with uncertain direction. Calendar spreads if expecting an IV crush without a big move. Post-event: if the direction is clear, buy directional options for leverage; if volatility is high and you expect normalization, sell premium. Key insight: the IV regime should drive the strategy choice, not just the directional view.

Build a real-time dashboard: 1) Bond yields (the 10-year Treasury) - rate-sensitivity indicator. 2) Currency (the dollar index, DXY) - global flow/risk indicator. 3) Commodities (crude oil, gold) - risk-sentiment indicators. 4) Global indices (S&P 500 futures, the VIX, overnight European/Asian markets). Signal integration: on a news release, observe which asset class reacts first and strongest. Use it as a leading indicator for equity direction. Confirmation: enter the equity position only when multiple asset classes confirm. Divergence: if equity moves but bonds/currency don't confirm, be skeptical of sustainability.

Tail risk management: 1) Position sizing - max 1% risk per event, max 2% total news exposure. 2) Hard stops - always in place, non-negotiable. 3) Portfolio hedging - consider OTM puts during event-heavy periods. 4) Correlation limits - don't have multiple positions affected by the same news. 5) Circuit breaker - an automatic trading pause after a 3% daily loss. 6) Liquidity awareness - reduce size when spreads widen. 7) Black swan acceptance - understand that extreme events can exceed any stop; size accordingly. News creates fat tails - plan for them.

Optimization framework: 1) Track every news trade: event type, timing, entry/exit, P&L, market conditions. 2) Analyze by category: which news types are profitable? Which timing windows work? 3) A/B test variations: different wait times, stop distances, position sizes. 4) Walk-forward optimization: periodically re-analyze and adjust parameters. 5) Edge monitoring: track rolling win rate and expectancy - declining metrics indicate potential edge decay. 6) Behavioral analysis: identify if your interpretations systematically differ from the market - adjust or avoid those news types. Systematic review quarterly, optimization annually.