Adaptive Kernel Regression Tradi…: Free TradingView Indicator (Pine Script)

Add It to Your TradingView Chart

1Copy the scriptPress Copy script above. It reads the file straight from GitHub.
2Open the Pine EditorOpen a TradingView chart and choose Pine Editor at the bottom of the screen.
3Paste over the templateCreate a new indicator, select all of the template text and paste. Press Save and give it a name.
4Add it to the chartPress Add to chart, then adjust the settings with the gear icon next to its name.

Source Code

The code stays on GitHub. The author has not published this script under an open licence, so ForexR does not show its code. Copy script reads the file straight from GitHub into your clipboard, so you can still try it on your own chart. Ask the author before reusing the code anywhere else.

Overview

Adaptive Kernel Regression Trading System marks first-pullback entries with an optional volume spike check and cooldown, and mean-reversion signals in regular and strong sigma tiers. A higher-timeframe kernel filter tints the background, and a zig-zag line tracks pivots. Optional buy and sell logic offers single or split position modes.

Two kernel regression lines
ATR or standard deviation envelopes
First pullback and mean-reversion signals
Higher-timeframe trend filter
Zig-zag pivot tracker

Details

Published by

billy1030 on GitHub

Type

Indicator, Pine Script v6

Draws

On the price chart

Markets

Any symbol

Timeframes

Any timeframe

Risk Notes

No repainting, lookahead or stacked entries were found in its code or README. That says nothing about how well it works: test it first.

File

AKRTS.pine

Repository

github.com/billy1030/pinescript. See its other scripts in the library

Settings

The inputs you can change from the gear icon on the chart. Defaults are the author's.

Setting	Type	Default	Variable
Kernel A Type	`string`	`Rational Quadratic`	`i_kernelA_type`
Kernel A Lookback	`int`	`15`	`i_kernelA_lookback`
Kernel A Bandwidth (h)	`float`	`8.0`	`i_kernelA_bandwidth`
Kernel A Alpha (RQ only)	`float`	`1.0`	`i_kernelA_alpha`
Kernel B Type	`string`	`Gaussian`	`i_kernelB_type`
Kernel B Lookback	`int`	`24`	`i_kernelB_lookback`
Kernel B Bandwidth (h)	`float`	`16.0`	`i_kernelB_bandwidth`
Kernel B Alpha (RQ only)	`float`	`1.0`	`i_kernelB_alpha`
Band Method	`string`	`ATR`	`i_envelope_method`
Band Multiplier	`float`	`2.0`	`i_envelope_mult`
ATR / StdDev Length	`int`	`14`	`i_envelope_atr_len`
Enable Pullback Detection	`bool`	`true`	`i_pb_enabled`

Show all 40 settings

Setting	Type	Default	Variable
Cooldown Bars	`int`	`10`	`i_pb_cooldown`
Require Volume Confirmation	`bool`	`true`	`i_pb_vol_confirm`
Volume Spike Multiplier	`float`	`1.5`	`i_pb_vol_mult`
Enable Mean Reversion	`bool`	`true`	`i_mr_enabled`
Regular Tier Sigma	`float`	`1.5`	`i_mr_regular_sigma`
Strong Tier Sigma	`float`	`2.5`	`i_mr_strong_sigma`
Residual StdDev Lookback	`int`	`50`	`i_mr_residual_len`
Enable HTF Filter	`bool`	`true`	`i_htf_enabled`
HTF Resolution	`timeframe`	`60`	`i_htf_res`
HTF Kernel Lookback	`int`	`20`	`i_htf_lookback`
HTF Kernel Bandwidth	`float`	`12.0`	`i_htf_bandwidth`
Show HTF Background Tint	`bool`	`true`	`i_htf_show_bg`
HTF Bullish Color (Blue)	`color`	`#2196F3`	`i_htf_bull_color`
HTF Bearish Color (Yellow)	`color`	`#FFEB3B`	`i_htf_bear_color`
Show Zig-Zag Trend Line	`bool`	`true`	`i_show_zigzag`
Pivot Lookback	`int`	`5`	`i_zigzag_len`
Zig-Zag Color	`color`	`#2196F3`	`i_zigzag_color`
Enable Buy/Sell Logic	`bool`	`true`	`i_pos_enabled`
Position Mode	`string`	`Easy (100%)`	`i_pos_mode`
Show Buy/Sell Signal Tags	`bool`	`true`	`i_pos_show_tags`
Tier 1 Entry Score	`int`	`6`	`i_pos_tier1_score`
Tier 2 Add-on Score (Complex Mode)	`int`	`7`	`i_pos_tier2_score`
Stop Loss (ATR mult)	`float`	`2.0`	`i_pos_sl_atr`
Take Profit (ATR mult)	`float`	`3.0`	`i_pos_tp_atr`
Trail Activate (ATR profit)	`float`	`2.5`	`i_pos_trail_activate`
Trail Distance (ATR)	`float`	`1.0`	`i_pos_trail_dist`
Partial Close at Kernel Mid	`bool`	`true`	`i_pos_partial_kernel`
Partial Close at Opposite MR	`bool`	`true`	`i_pos_partial_mr`

Third-party code. ForexR did not write, test or endorse this script, and the summary above was generated automatically from its code and README. Indicators describe the past, and a strategy's backtest can look better than live trading, especially when a script repaints. Check it in the Strategy Tester and on a demo account before you rely on it.

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