Linear Regression Channel Breakout Strategy

Script from: TradingViewSwingBreakoutTrend followingVolatility

Utilize LonesomeTheBlue's Linear Regression Channel Indicator for breakout trading. Trigger a Long or Short when the candle closes beyond the channel lines—Short if the positive slope breaks the lower line; Long if the negative slope breaks the upper. Default settings target 8-hour candles. Customize for other timeframes for optimal results. Adjust slope and breakout criteria to maximize potential gains.

Top 41 Backtests of Linear Regression Channel Breakout Strategy

Explore the most profitable cryptocurrency and stock backtests with Linear Regression Channel Breakout Strategy (on TradingView).

Filters

Premium users only

Premium users can access all backtests with a Risk/Reward Ratio > 3

@ Daily

5.12

Risk Reward

250.10 %

Total ROI

Advanced Micro Devices, Inc. (AMD)

+ Linear Regression Channel Breakout Strategy

@ 2 h

1.84

Risk Reward

13,169.81 %

Total ROI

500

CoreWeave, Inc. (CRWV)

+ Linear Regression Channel Breakout Strategy

@ 2 h

1.83

Risk Reward

341.54 %

Total ROI

Advanced Micro Devices, Inc. (AMD)

+ Linear Regression Channel Breakout Strategy

@ 4 h

1.72

Risk Reward

48,878.40 %

Total ROI

347

Rocket Companies, Inc. (RKT)

+ Linear Regression Channel Breakout Strategy

@ 4 h

1.38

Risk Reward

294.29 %

Total ROI

CVS Health Corporation (CVS)

+ Linear Regression Channel Breakout Strategy

@ 1 h

1.31

Risk Reward

599.74 %

Total ROI

399

ONDO / TetherUS (ONDOUSDT)

+ Linear Regression Channel Breakout Strategy

@ 4 h

1.29

Risk Reward

113.56 %

Total ROI

Spotify Technology S.A. (SPOT)

+ Linear Regression Channel Breakout Strategy

@ 5 min

1.29

Risk Reward

101.83 %

Total ROI

352

U.S. Dollar/Japanese Yen (USDJPY)

+ Linear Regression Channel Breakout Strategy

@ Daily

1.26

Risk Reward

224.24 %

Total ROI

235

BONK / TetherUS (BONKUSDT)

+ Linear Regression Channel Breakout Strategy

@ 4 h

1.24

Risk Reward

1,054.51 %

Total ROI

164

U.S. TREASURY BOND FUTURES (ZB1!)

+ Linear Regression Channel Breakout Strategy

@ 2 h

1.22

Risk Reward

44.58 %

Total ROI

367

L'Oreal (OR)

+ Linear Regression Channel Breakout Strategy

@ 15 min

1.19

Risk Reward

60.21 %

Total ROI

399

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Linear Regression Channel Breakout Strategy backtest statistics

Aggregated across every validated backtest TradeSearcher has run on this strategy. Figures update automatically as new backtests are added — they are not edited by hand. Classified as swing by holding period.

Backtests run

1.3

Avg profit factor

>1,000%

Avg net profit

+34%

Avg annualized return

56%

Avg max drawdown

0.18

Avg Sharpe ratio

On average, backtests of this strategy beat a buy-and-hold baseline by >1,000% over the same window.

Performance by asset class

Market	Backtests	Avg profit factor	Avg net profit	Avg max drawdown	Avg Sharpe
Crypto	45	1.1	+519%	73%	0.29
Stocks	721	1.3	>1,000%	55%	0.16
Forex	66	1.3	+224%	41%	0.02

Backtests use the validated-universe filter: non-repainting scripts, over 15 trades, non-excluded. Per-market rows appear only when at least one backtest exists for that asset class.

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