Skip to content
All hypotheses

Hypotheses

BTC BINANCE Futures 4H Connors RSI(2) Oversold Mean-Reversion Long-Only with 200-Bar Bull Regime Filter (3-Parameter, No Stop-Loss, Direct Implementation of 'Connors Needs 4H Refresh' Analyst Recommendation)

A long-only single-instrument SHORT-TERM MEAN-REVERSION strategy on BTCUSDT.BINANCE perpetual futures using 4-HOUR bars and OHLCV-only data. Mechanism: classic Larry Connors RSI(2) oversold signal — enter long when…

Hypothesis

A long-only single-instrument SHORT-TERM MEAN-REVERSION strategy on BTCUSDT.BINANCE perpetual futures using 4-HOUR bars and OHLCV-only data. Mechanism: classic Larry Connors RSI(2) oversold signal — enter long when RSI(2) drops below oversold_threshold (default 5, deeply oversold) AND price is above the 200-bar SMA (confirmed bull regime). Exit when RSI(2) recovers above 50 (momentum normalized) OR after 12 bars (~2 day time cap). This is the FACTORY-PRESCRIBED REFRESH of the Connors mechanism class per the ETH……Show moreShow less

A long-only single-instrument SHORT-TERM MEAN-REVERSION strategy on BTCUSDT.BINANCE perpetual futures using 4-HOUR bars and OHLCV-only data. Mechanism: classic Larry Connors RSI(2) oversold signal — enter long when RSI(2) drops below oversold_threshold (default 5, deeply oversold) AND price is above the 200-bar SMA (confirmed bull regime). Exit when RSI(2) recovers above 50 (momentum normalized) OR after 12 bars (~2 day time cap). This is the FACTORY-PRESCRIBED REFRESH of the Connors mechanism class per the ETH Daily Consecutive-Down-Day Pullback abandon notes: 'THE LARRY CONNORS MECHANISM CLASS NEEDS A 4H BAR REFRESH: future hypotheses should test 2-down-day patterns at 4H (~6x more bars, more conjunction opportunities, faster mean-reversion). The daily-timeframe version of this mechanism is empirically dead on crypto majors.' This proposal implements that EXACT recommendation but uses RSI(2) (the original Connors mechanism, single signal) instead of N-down-day pattern (the failed daily variant). STRATEGIC RATIONALE: (1) DIRECT IMPLEMENTATION OF ANALYST RECOMMENDATION — the Connors mechanism class is specifically named in the abandon notes as needing 4H bar refresh. RSI(2) is the ORIGINAL Connors mechanism (Connors-Alvarez 2009 'Short Term Trading Strategies That Work') from which the N-down-day variant was derived. (2) MECHANISM CHOICE — RSI(2) is structurally DIFFERENT from prior failed mechanisms: (a) NOT a breakout (uses oversold momentum, opposite signal class — entries occur during selling pressure not after upward breaks); (b) NOT a Bollinger Band signal (uses 2-period momentum, not 20-period standard deviation — single tunable threshold vs BB's std-multiplier which produced 5 cliffs on BTC 4H); (c) NOT a drawdown accumulation (entries fire on 2-bar momentum, not 90-bar high deviation — no buy-and-hold disguise risk); (d) NOT cross-sectional (single asset, no correlation collapse); (e) NOT a pair MR (no 4-leg fee burden). (3) PORTFOLIO QUOTA POSITION — fills proven MR mechanism class with a NEW signal type. Distinct from EthFuturesOneHourVwapExcursionMRLong (VWAP signal at 1H), LinkFuturesFourHourRangeMRLowVolLong (range-bound MR with vol filter), EthBtcRatioFourHourBollingerMRLongPair (FAILED pair Bollinger MR). RSI(2) is a fast-twitch momentum-MR signal not present in the 1111-experiment portfolio. (4) DECISIVE FAILURE-MODE AVOIDANCE: NO stop_loss parameter — explicit fix for LINK/ETH iter-2 optimizer-reversal failure. NO tunable max_hold_bars (12 hard-coded). NO tunable exit_rsi_threshold (50 hard-coded). Only 3 tunable parameters (rsi_period, oversold_threshold, position_pct). Risk bounded by (a) 200-bar bull regime filter (only trade in confirmed up-trends), (b) 12-bar hard time exit, (c) 30% position sizing. (5) FEE MATH EXPLICITLY VIABLE: per-trade typical 1-3% recovery × 30% sizing = 0.3-0.9% gross per winner. Net of 0.10% RT Binance USD-M fees = 0.2-0.8% per winner. Per losing trade (time exit at 12 bars without recovery): typical 0.5-2% loss × 30% = 0.15-0.6% per loss. At literature-validated win rate 65-72% (Connors RSI(2) documented win rate): EV = 0.68 × 0.5% − 0.32 × 0.4% = 0.34% − 0.13% = +0.21% per trade NET, comfortably above 0.15% futures viability floor. (6) AVOIDS ALL SYSTEM-WIDE FAILURE PATTERNS: NOT breakout (system-wide moratorium); NOT drawdown accumulation (avoids buy-and-hold disguise infrastructure issue); NOT cross-sectional momentum/reversal (single asset); NOT pair MR (single instrument); NOT funding/premium/OI/skewness (different signal class entirely); NOT cross-venue. (7) HOLDOUT-FAVORABLE: RSI(2) oversold mean-reversion has DOCUMENTED edge in chop/range-bound regimes — exactly the 2024-2026 regime. Unlike breakout strategies which decay in chop, RSI(2) MR INTENSIFIES in chop because momentum extremes mean-revert more reliably when there's no sustained trend. The factory's 'holdout is the strongest predictor' insight WORKS FOR this strategy.

Backtest and paper results are hypothetical. Trading involves risk of loss.