Advanced Trend Detection Strategy: Free TradingView Strategy (Pine Script)

Add It to Your TradingView Chart

1Copy the scriptPress Copy script above, or the copy button on the code below.
2Open the Pine EditorOpen a TradingView chart and choose Pine Editor at the bottom of the screen.
3Paste over the templateCreate a new strategy, select all of the template text and paste. Press Save and give it a name.
4Add it to the chartPress Add to chart. The trades and results appear in the Strategy Tester tab; adjust the settings with the gear icon.

Source Code

186 lines of Pine Script v5 from Advanced Trend Detection Strategy.pine, published under GPL-3.0. Keep the author's credit and licence lines when you reuse it.

Advanced Trend Detection Strategy.pine

// Based on indicator by Julien_Eche named "Advanced Trend Channel Detection (Log Scale)" 
//https://www.tradingview.com/script/dGyhoTE5-Advanced-Trend-Channel-Detection-Log-Scale/
// © Julien_Eche
//@version=5
strategy("Advanced Trend Detection Strategy", shorttitle="ATD Strategy", overlay=true, default_qty_type=strategy.percent_of_equity, default_qty_value=10)
lengthInput1 = input.int(50, title="Length 1", minval = 1, maxval = 5000)
lengthInput2 = input.int(100, title="Length 2", minval = 1, maxval = 5000)
lengthInput3 = input.int(150, title="Length 3", minval = 1, maxval = 5000)
lengthInput4 = input.int(200, title="Length 4", minval = 1, maxval = 5000)
lengthInput5 = input.int(250, title="Length 5", minval = 1, maxval = 5000)
lengthInput6 = input.int(300, title="Length 6", minval = 1, maxval = 5000)
lengthInput7 = input.int(350, title="Length 7", minval = 1, maxval = 5000)
lengthInput8 = input.int(400, title="Length 8", minval = 1, maxval = 5000)
lengthInput9 = input.int(450, title="Length 9", minval = 1, maxval = 5000)
lengthInput10 = input.int(500, title="Length 10", minval = 1, maxval = 5000)
lengthInput11 = input.int(550, title="Length 11", minval = 1, maxval = 5000)
lengthInput12 = input.int(600, title="Length 12", minval = 1, maxval = 5000)
lengthInput13 = input.int(650, title="Length 13", minval = 1, maxval = 5000)
lengthInput14 = input.int(700, title="Length 14", minval = 1, maxval = 5000)
lengthInput15 = input.int(750, title="Length 15", minval = 1, maxval = 5000)
lengthInput16 = input.int(800, title="Length 16", minval = 1, maxval = 5000)
lengthInput17 = input.int(850, title="Length 17", minval = 1, maxval = 5000)
lengthInput18 = input.int(900, title="Length 18", minval = 1, maxval = 5000)
lengthInput19 = input.int(950, title="Length 19", minval = 1, maxval = 5000)
lengthInput20 = input.int(1000, title="Length 20", minval = 1, maxval = 5000)
sourceInput = input.source(close, title="Source")
group1 = "Channel Settings"
useUpperDevInput = input.bool(true, title="Upper Deviation", inline = "Upper Deviation", group = group1)
upperMultInput = input.float(2.0, title="", inline = "Upper Deviation", group = group1)
useLowerDevInput = input.bool(true, title="Lower Deviation", inline = "Lower Deviation", group = group1)
lowerMultInput = input.float(2.0, title="", inline = "Lower Deviation", group = group1)
group2 = "Display Settings"
showPearsonInput = input.bool(true, "Show Pearson's R", group = group2)
extendLeftInput = input.bool(false, "Extend Lines Left", group = group2)
extendRightInput = input.bool(true, "Extend Lines Right", group = group2)
extendStyle = switch
    extendLeftInput and extendRightInput => extend.both
    extendLeftInput => extend.left
    extendRightInput => extend.right
    => extend.none
group3 = "Color Settings"
colorUpper = input.color(color.new(color.blue, 85), "", inline = group3, group = group3)
colorLower = input.color(color.new(color.red, 85), "", inline = group3, group = group3)
calcSlope(source, length) =>
    max_bars_back(source, 5000)
    if not barstate.islast or length <= 1
        [float(na), float(na), float(na)]
    else
        sumX = 0.0
        sumY = 0.0
        sumXSqr = 0.0
        sumXY = 0.0
        for i = 0 to length - 1 by 1
            val = math.log(source[i])
            per = i + 1.0
            sumX += per
            sumY += val
            sumXSqr += per * per
            sumXY += val * per
        slope = (length * sumXY - sumX * sumY) / (length * sumXSqr - sumX * sumX)
        average = sumY / length
        intercept = average - slope * sumX / length + slope
        [slope, average, intercept]
calcDev(source, length, slope, average, intercept) =>
    upDev = 0.0
    dnDev = 0.0
    stdDevAcc = 0.0
    dsxx = 0.0
    dsyy = 0.0
    dsxy = 0.0
    periods = length - 1
    daY = intercept + slope * periods / 2
    val = intercept
    for j = 0 to periods by 1
        price = math.log(high[j]) - val
        if price > upDev
            upDev := price
        price := val - math.log(low[j])
        if price > dnDev
            dnDev := price
        price := math.log(source[j])
        dxt = price - average
        dyt = val - daY
        price -= val
        stdDevAcc += price * price
        dsxx += dxt * dxt
        dsyy += dyt * dyt
        dsxy += dxt * dyt
        val += slope
    stdDev = math.sqrt(stdDevAcc / (periods == 0 ? 1 : periods))
    pearsonR = dsxx == 0 or dsyy == 0 ? 0 : dsxy / math.sqrt(dsxx * dsyy)
    [stdDev, pearsonR, upDev, dnDev]
[s1, a1, i1] = calcSlope(sourceInput, lengthInput1)
[s2, a2, i2] = calcSlope(sourceInput, lengthInput2)
[s3, a3, i3] = calcSlope(sourceInput, lengthInput3)
[s4, a4, i4] = calcSlope(sourceInput, lengthInput4)
[s5, a5, i5] = calcSlope(sourceInput, lengthInput5)
[s6, a6, i6] = calcSlope(sourceInput, lengthInput6)
[s7, a7, i7] = calcSlope(sourceInput, lengthInput7)
[s8, a8, i8] = calcSlope(sourceInput, lengthInput8)
[s9, a9, i9] = calcSlope(sourceInput, lengthInput9)
[s10, a10, i10] = calcSlope(sourceInput, lengthInput10)
[s11, a11, i11] = calcSlope(sourceInput, lengthInput11)
[s12, a12, i12] = calcSlope(sourceInput, lengthInput12)
[s13, a13, i13] = calcSlope(sourceInput, lengthInput13)
[s14, a14, i14] = calcSlope(sourceInput, lengthInput14)
[s15, a15, i15] = calcSlope(sourceInput, lengthInput15)
[s16, a16, i16] = calcSlope(sourceInput, lengthInput16)
[s17, a17, i17] = calcSlope(sourceInput, lengthInput17)
[s18, a18, i18] = calcSlope(sourceInput, lengthInput18)
[s19, a19, i19] = calcSlope(sourceInput, lengthInput19)
[s20, a20, i20] = calcSlope(sourceInput, lengthInput20)
[stdDev1, pearsonR1, upDev1, dnDev1] = calcDev(sourceInput, lengthInput1, s1, a1, i1)
[stdDev2, pearsonR2, upDev2, dnDev2] = calcDev(sourceInput, lengthInput2, s2, a2, i2)
[stdDev3, pearsonR3, upDev3, dnDev3] = calcDev(sourceInput, lengthInput3, s3, a3, i3)
[stdDev4, pearsonR4, upDev4, dnDev4] = calcDev(sourceInput, lengthInput4, s4, a4, i4)
[stdDev5, pearsonR5, upDev5, dnDev5] = calcDev(sourceInput, lengthInput5, s5, a5, i5)
[stdDev6, pearsonR6, upDev6, dnDev6] = calcDev(sourceInput, lengthInput6, s6, a6, i6)
[stdDev7, pearsonR7, upDev7, dnDev7] = calcDev(sourceInput, lengthInput7, s7, a7, i7)
[stdDev8, pearsonR8, upDev8, dnDev8] = calcDev(sourceInput, lengthInput8, s8, a8, i8)
[stdDev9, pearsonR9, upDev9, dnDev9] = calcDev(sourceInput, lengthInput9, s9, a9, i9)
[stdDev10, pearsonR10, upDev10, dnDev10] = calcDev(sourceInput, lengthInput10, s10, a10, i10)
[stdDev11, pearsonR11, upDev11, dnDev11] = calcDev(sourceInput, lengthInput11, s11, a11, i11)
[stdDev12, pearsonR12, upDev12, dnDev12] = calcDev(sourceInput, lengthInput12, s12, a12, i12)
[stdDev13, pearsonR13, upDev13, dnDev13] = calcDev(sourceInput, lengthInput13, s13, a13, i13)
[stdDev14, pearsonR14, upDev14, dnDev14] = calcDev(sourceInput, lengthInput14, s14, a14, i14)
[stdDev15, pearsonR15, upDev15, dnDev15] = calcDev(sourceInput, lengthInput15, s15, a15, i15)
[stdDev16, pearsonR16, upDev16, dnDev16] = calcDev(sourceInput, lengthInput16, s16, a16, i16)
[stdDev17, pearsonR17, upDev17, dnDev17] = calcDev(sourceInput, lengthInput17, s17, a17, i17)
[stdDev18, pearsonR18, upDev18, dnDev18] = calcDev(sourceInput, lengthInput18, s18, a18, i18)
[stdDev19, pearsonR19, upDev19, dnDev19] = calcDev(sourceInput, lengthInput19, s19, a19, i19)
[stdDev20, pearsonR20, upDev20, dnDev20] = calcDev(sourceInput, lengthInput20, s20, a20, i20)
highestPearsonR = math.max(pearsonR1, pearsonR2, pearsonR3, pearsonR4, pearsonR5, pearsonR6, pearsonR7, pearsonR8, pearsonR9, pearsonR10, pearsonR11, pearsonR12, pearsonR13, pearsonR14, pearsonR15, pearsonR16, pearsonR17, pearsonR18, pearsonR19, pearsonR20)
selectedLength = highestPearsonR == pearsonR1 ? lengthInput1 : (highestPearsonR == pearsonR2 ? lengthInput2 : (highestPearsonR == pearsonR3 ? lengthInput3 : (highestPearsonR == pearsonR4 ? lengthInput4 : (highestPearsonR == pearsonR5 ? lengthInput5 : (highestPearsonR == pearsonR6 ? lengthInput6 : (highestPearsonR == pearsonR7 ? lengthInput7 : (highestPearsonR == pearsonR8 ? lengthInput8 : (highestPearsonR == pearsonR9 ? lengthInput9 : (highestPearsonR == pearsonR10 ? lengthInput10 : (highestPearsonR == pearsonR11 ? lengthInput11 : (highestPearsonR == pearsonR12 ? lengthInput12 : (highestPearsonR == pearsonR13 ? lengthInput13 : (highestPearsonR == pearsonR14 ? lengthInput14 : (highestPearsonR == pearsonR15 ? lengthInput15 : (highestPearsonR == pearsonR16 ? lengthInput16 : (highestPearsonR == pearsonR17 ? lengthInput17 : (highestPearsonR == pearsonR18 ? lengthInput18 : (highestPearsonR == pearsonR19 ? lengthInput19 : lengthInput20))))))))))))))))))
selectedS = highestPearsonR == pearsonR1 ? s1 : (highestPearsonR == pearsonR2 ? s2 : (highestPearsonR == pearsonR3 ? s3 : (highestPearsonR == pearsonR4 ? s4 : (highestPearsonR == pearsonR5 ? s5 : (highestPearsonR == pearsonR6 ? s6 : (highestPearsonR == pearsonR7 ? s7 : (highestPearsonR == pearsonR8 ? s8 : (highestPearsonR == pearsonR9 ? s9 : (highestPearsonR == pearsonR10 ? s10 : (highestPearsonR == pearsonR11 ? s11 : (highestPearsonR == pearsonR12 ? s12 : (highestPearsonR == pearsonR13 ? s13 : (highestPearsonR == pearsonR14 ? s14 : (highestPearsonR == pearsonR15 ? s15 : (highestPearsonR == pearsonR16 ? s16 : (highestPearsonR == pearsonR17 ? s17 : (highestPearsonR == pearsonR18 ? s18 : (highestPearsonR == pearsonR19 ? s19 : s20))))))))))))))))))
selectedI = highestPearsonR == pearsonR1 ? i1 : (highestPearsonR == pearsonR2 ? i2 : (highestPearsonR == pearsonR3 ? i3 : (highestPearsonR == pearsonR4 ? i4 : (highestPearsonR == pearsonR5 ? i5 : (highestPearsonR == pearsonR6 ? i6 : (highestPearsonR == pearsonR7 ? i7 : (highestPearsonR == pearsonR8 ? i8 : (highestPearsonR == pearsonR9 ? i9 : (highestPearsonR == pearsonR10 ? i10 : (highestPearsonR == pearsonR11 ? i11 : (highestPearsonR == pearsonR12 ? i12 : (highestPearsonR == pearsonR13 ? i13 : (highestPearsonR == pearsonR14 ? i14 : (highestPearsonR == pearsonR15 ? i15 : (highestPearsonR == pearsonR16 ? i16 : (highestPearsonR == pearsonR17 ? i17 : (highestPearsonR == pearsonR18 ? i18 : (highestPearsonR == pearsonR19 ? i19 : i20))))))))))))))))))
selectedStdDev = highestPearsonR == pearsonR1 ? stdDev1 : (highestPearsonR == pearsonR2 ? stdDev2 : (highestPearsonR == pearsonR3 ? stdDev3 : (highestPearsonR == pearsonR4 ? stdDev4 : (highestPearsonR == pearsonR5 ? stdDev5 : (highestPearsonR == pearsonR6 ? stdDev6 : (highestPearsonR == pearsonR7 ? stdDev7 : (highestPearsonR == pearsonR8 ? stdDev8 : (highestPearsonR == pearsonR9 ? stdDev9 : (highestPearsonR == pearsonR10 ? stdDev10 : (highestPearsonR == pearsonR11 ? stdDev11 : (highestPearsonR == pearsonR12 ? stdDev12 : (highestPearsonR == pearsonR13 ? stdDev13 : (highestPearsonR == pearsonR14 ? stdDev14 : (highestPearsonR == pearsonR15 ? stdDev15 : (highestPearsonR == pearsonR16 ? stdDev16 : (highestPearsonR == pearsonR17 ? stdDev17 : (highestPearsonR == pearsonR18 ? stdDev18 : (highestPearsonR == pearsonR19 ? stdDev19 : stdDev20))))))))))))))))))
selectedUpDev = highestPearsonR == pearsonR1 ? upDev1 : (highestPearsonR == pearsonR2 ? upDev2 : (highestPearsonR == pearsonR3 ? upDev3 : (highestPearsonR == pearsonR4 ? upDev4 : (highestPearsonR == pearsonR5 ? upDev5 : (highestPearsonR == pearsonR6 ? upDev6 : (highestPearsonR == pearsonR7 ? upDev7 : (highestPearsonR == pearsonR8 ? upDev8 : (highestPearsonR == pearsonR9 ? upDev9 : (highestPearsonR == pearsonR10 ? upDev10 : (highestPearsonR == pearsonR11 ? upDev11 : (highestPearsonR == pearsonR12 ? upDev12 : (highestPearsonR == pearsonR13 ? upDev13 : (highestPearsonR == pearsonR14 ? upDev14 : (highestPearsonR == pearsonR15 ? upDev15 : (highestPearsonR == pearsonR16 ? upDev16 : (highestPearsonR == pearsonR17 ? upDev17 : (highestPearsonR == pearsonR18 ? upDev18 : (highestPearsonR == pearsonR19 ? upDev19 : upDev20))))))))))))))))))
selectedDnDev = highestPearsonR == pearsonR1 ? dnDev1 : (highestPearsonR == pearsonR2 ? dnDev2 : (highestPearsonR == pearsonR3 ? dnDev3 : (highestPearsonR == pearsonR4 ? dnDev4 : (highestPearsonR == pearsonR5 ? dnDev5 : (highestPearsonR == pearsonR6 ? dnDev6 : (highestPearsonR == pearsonR7 ? dnDev7 : (highestPearsonR == pearsonR8 ? dnDev8 : (highestPearsonR == pearsonR9 ? dnDev9 : (highestPearsonR == pearsonR10 ? dnDev10 : (highestPearsonR == pearsonR11 ? dnDev11 : (highestPearsonR == pearsonR12 ? dnDev12 : (highestPearsonR == pearsonR13 ? dnDev13 : (highestPearsonR == pearsonR14 ? dnDev14 : (highestPearsonR == pearsonR15 ? dnDev15 : (highestPearsonR == pearsonR16 ? dnDev16 : (highestPearsonR == pearsonR17 ? dnDev17 : (highestPearsonR == pearsonR18 ? dnDev18 : (highestPearsonR == pearsonR19 ? dnDev19 : dnDev20))))))))))))))))))
smaLength = selectedLength
smaColor = input.color(color.blue, "SMA Color")
smaWidth = input.int(1, "SMA Width", minval=1)
smaStyle = plot.style_line
smaValue = ta.sma(sourceInput, smaLength)
//plot(smaValue, color=smaColor, linewidth=smaWidth, style=smaStyle)
startPrice = math.exp(selectedI + selectedS * (selectedLength - 1))
endPrice = math.exp(selectedI)
var line baseLine = na
if na(baseLine) and not na(startPrice)
    baseLine := line.new(bar_index - selectedLength + 1, startPrice, bar_index, endPrice, width=1, extend=extendStyle, color=color.new(colorLower, 0))
else
    line.set_xy1(baseLine, bar_index - selectedLength + 1, startPrice)
    line.set_xy2(baseLine, bar_index, endPrice)
    na
upperStartPrice = startPrice * math.exp(useUpperDevInput ? upperMultInput * selectedStdDev : selectedUpDev)
upperEndPrice = endPrice * math.exp(useUpperDevInput ? upperMultInput * selectedStdDev : selectedUpDev)
var line upper = na
lowerStartPrice = startPrice / math.exp(useLowerDevInput ? lowerMultInput * selectedStdDev : selectedDnDev)
lowerEndPrice = endPrice / math.exp(useLowerDevInput ? lowerMultInput * selectedStdDev : selectedDnDev)
var line lower = na
if na(upper) and not na(upperStartPrice)
    upper := line.new(bar_index - selectedLength + 1, upperStartPrice, bar_index, upperEndPrice, width=1, extend=extendStyle, color=color.new(colorUpper, 0))
else
    line.set_xy1(upper, bar_index - selectedLength + 1, upperStartPrice)
    line.set_xy2(upper, bar_index, upperEndPrice)
    na
if na(lower) and not na(lowerStartPrice)
    lower := line.new(bar_index - selectedLength + 1, lowerStartPrice, bar_index, lowerEndPrice, width=1, extend=extendStyle, color=color.new(colorUpper, 0))
else
    line.set_xy1(lower, bar_index - selectedLength + 1, lowerStartPrice)
    line.set_xy2(lower, bar_index, lowerEndPrice)
    na
linefill.new(upper, baseLine, color = colorUpper)
linefill.new(baseLine, lower, color = colorLower)
// Pearson's R
var label r = na
label.delete(r[1])
if showPearsonInput and not na(highestPearsonR)
    r := label.new(bar_index - selectedLength + 1, lowerStartPrice, str.tostring(highestPearsonR, "#.###"), color = color.new(color.white, 100), textcolor=color.new(colorUpper, 0), size=size.normal, style=label.style_label_up)
selectedMA = ta.sma(close, selectedLength/3)
plot(selectedMA, color=smaColor, linewidth=smaWidth, style=smaStyle)
if (ta.crossover(close, selectedMA))
    strategy.entry("Buy", strategy.long)
if (ta.crossunder(close, selectedMA))
    strategy.close("Buy")
Expand (207 lines)

Overview

Advanced Trend Detection Strategy evaluates channel slopes and Pearson's correlation coefficient to detect market trends and generate strategy entries. Key user settings configure channel lengths, deviation multipliers, line extensions, and display parameters. Because calculations evaluate on the final bar using historical lookbacks, visual channel plots and historical signal placement repaint, and the strategy operates without a default stop loss.

Multi-length logarithmic linear regression channels
Configurable upper and lower standard deviation bands
Pearson correlation coefficient display
Extendable channel projection lines
Customizable channel colors and opacity

Details

Published by

hasnocool on GitHub

Code credit

Julien_Eche, as written in the script's header

Type

Strategy, Pine Script v5

Draws

On the price chart

Markets

Any symbol

Timeframes

Any timeframe

Risk Notes

Signals can change on the live bar or after it closes (repainting)
The strategy enters trades without a stop loss

File

Advanced Trend Detection Strategy.pine

Repository

github.com/hasnocool/tradingview-pine-scripts. See its other scripts in the library

Topics

analysisbtcusdtcryptocurrencydatapandaspythonsimulationtradingtradingview

Settings

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

Setting	Type	Default	Variable
Length 1	`int`	`50`	`lengthInput1`
Length 2	`int`	`100`	`lengthInput2`
Length 3	`int`	`150`	`lengthInput3`
Length 4	`int`	`200`	`lengthInput4`
Length 5	`int`	`250`	`lengthInput5`
Length 6	`int`	`300`	`lengthInput6`
Length 7	`int`	`350`	`lengthInput7`
Length 8	`int`	`400`	`lengthInput8`
Length 9	`int`	`450`	`lengthInput9`
Length 10	`int`	`500`	`lengthInput10`
Length 11	`int`	`550`	`lengthInput11`
Length 12	`int`	`600`	`lengthInput12`

Show all 32 settings

Setting	Type	Default	Variable
Length 13	`int`	`650`	`lengthInput13`
Length 14	`int`	`700`	`lengthInput14`
Length 15	`int`	`750`	`lengthInput15`
Length 16	`int`	`800`	`lengthInput16`
Length 17	`int`	`850`	`lengthInput17`
Length 18	`int`	`900`	`lengthInput18`
Length 19	`int`	`950`	`lengthInput19`
Length 20	`int`	`1000`	`lengthInput20`
Source	`source`	`close`	`sourceInput`
Upper Deviation	`bool`	`true`	`useUpperDevInput`
upperMultInput	`float`	`2.0`	`upperMultInput`
Lower Deviation	`bool`	`true`	`useLowerDevInput`
lowerMultInput	`float`	`2.0`	`lowerMultInput`
Show Pearson's R	`bool`	`true`	`showPearsonInput`
Extend Lines Left	`bool`	`false`	`extendLeftInput`
Extend Lines Right	`bool`	`true`	`extendRightInput`
colorUpper	`color`	`color.new(color.blue, 85)`	`colorUpper`
colorLower	`color`	`color.new(color.red, 85)`	`colorLower`
SMA Color	`color`	`color.blue`	`smaColor`
SMA Width	`int`	`1`	`smaWidth`

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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