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 43 Backtests of Linear Regression Channel Breakout Strategy

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

Filters

Advanced Micro Devices, Inc. (AMD)

+ Linear Regression Channel Breakout Strategy

@ 2 h

2.11

Profit Factor

17,759.24 %

Total ROI

504

Advanced Micro Devices, Inc. (AMD)

+ Linear Regression Channel Breakout Strategy

@ 4 h

1.80

Profit Factor

54,266.74 %

Total ROI

348

CoreWeave, Inc. (CRWV)

+ Linear Regression Channel Breakout Strategy

@ 2 h

1.74

Profit Factor

364.63 %

Total ROI

Spotify Technology S.A. (SPOT)

+ Linear Regression Channel Breakout Strategy

@ 5 min

1.29

Profit Factor

91.96 %

Total ROI

350

CVS Health Corporation (CVS)

+ Linear Regression Channel Breakout Strategy

@ 1 h

1.28

Profit Factor

574.95 %

Total ROI

404

BONK / TetherUS (BONKUSDT)

+ Linear Regression Channel Breakout Strategy

@ 4 h

1.28

Profit Factor

1,267.34 %

Total ROI

168

U.S. Dollar/Japanese Yen (USDJPY)

+ Linear Regression Channel Breakout Strategy

@ Daily

1.26

Profit Factor

224.24 %

Total ROI

235

Gold Futures (GC1!)

+ Linear Regression Channel Breakout Strategy

@ 15 minTradeSearcher backtest

1.25

Profit Factor

167.71 %

Total ROI

359

Rocket Companies, Inc. (RKT)

+ Linear Regression Channel Breakout Strategy

@ 4 h

1.24

Profit Factor

203.99 %

Total ROI

U.S. TREASURY BOND FUTURES (ZB1!)

+ Linear Regression Channel Breakout Strategy

@ 2 h

1.22

Profit Factor

44.92 %

Total ROI

373

Pacific Gas & Electric Co. (PCG)

+ Linear Regression Channel Breakout Strategy

@ 1 h

1.20

Profit Factor

2,220.66 %

Total ROI

424

Rocket Companies, Inc. (RKT)

+ Linear Regression Channel Breakout Strategy

@ 1 h

1.19

Profit Factor

474.26 %

Total ROI

263

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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

1.2

Avg profit factor

>1,000%

Avg net profit

+35%

Avg annualized return

52%

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	43	1.1	+411%	73%	0.27
Stocks	721	1.2	>1,000%	56%	0.17
Forex	66	1.1	+64%	34%	0.03

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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