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QuaScript

OU Half-Life Reversion

Admin's Choice NewFree

Fades z-score stretches only when the half-life is short

StrategiesPrice overlay CanvasDashboardSignals
quascriptstrategiesstrategymean-reversionornstein-uhlenbeck

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Language
QuaScript
Engine
Native C++, incremental on live ticks
Rendering
Canvas
Placement
Price overlay
Settings
4
Plots
1
Lines of code
49
Source
presets/strategy/ou_half_life_reversion.qs
OU Half-Life Reversionengine result
Loading the engine result…
quatick-charts · QuaScript engine on synthetic 1-minute bars · drag to pan · scroll to zoom · Run executes the script on the engine (⌘/Ctrl+Enter while editing)

About

Trades mean reversion only when the market is measurably mean-reverting. An Ornstein-Uhlenbeck fit gives the fair value, the z-score of price against it and the half-life of deviations; a stretched z-score is faded only while the half-life is short enough to pay within a few bars, and the trade is given twice the half-life to work. Entry: z beyond the entry level and turning back, half-life below the limit. Exit: target at the fitted mean, stop beyond the stretch, or a time stop at twice the half-life. Risk: 1 % per trade. Method: Uhlenbeck and Ornstein (1930), AR(1) half-life.

1
Plotted series
2
Signal marks
1
Drawings
0
Alert rules
4
Settings
41
Lines of code

What it draws

Price overlay · counted from the engine's plot table and the script's draw calls

Series

  • Line1
    OU mean
Legend
OU mean

Signal marks

Long setupShort setup

Drawings and chart effects

  • Dashboard tables1 created

How it runs

From source to the live chart, for this script

  1. 1
    Compile

    The QuaScript compiler checks the 49-line script (41 lines of code) and lowers it for the native C++ engine. Compile errors point at the exact line and column.

  2. 2
    Place

    The header sets overlay = true, so everything is drawn on the price chart, on the same scale as the candles.

  3. 3
    Compute

    The script runs once per bar, oldest to newest. 2 persist variables keep state (objects, counters) across bars.

  4. 4
    Stay live

    On the terminal the script keeps one live engine session: a tick rolls the forming bar back to its checkpoint and re-executes only that bar, and new bars are appended, so history is never rerun while the market moves. The live result is identical to a full run.

  5. 5
    Render

    The results are handed to the chart: series on Canvas.

  6. 6
    Tune

    4 settings in 3 groups appear in the chart's settings dialog. Changing one reruns the engine with the new value.

Rendering

This script draws on Canvas

WebGPUNot used

The browser's modern GPU API. The chart uploads every line, band and mark of the script as GPU buffers and draws them in one pass, so dense heatmaps and dozens of series stay smooth while you pan and zoom. Without WebGPU support the chart's GPU layer falls back to WebGL 2, then Canvas 2D.

WebGLNot used

GPU drawing through WebGL 2, available in every current browser. Used for chart-native profiles and for series that ask for it with backend = "webgl". Fast for large numbers of bars and wide fills.

CanvasSeries renderer

The browser's 2D drawing API. Text-heavy and object-style output (dashboard tables, zones, tags, segments), candle colors and backgrounds are painted by the QuaScript layer, a Canvas 2D surface over the chart. Series use Canvas when the script's header does not ask for a GPU.

In this script
  • • 1 plotted series
  • • 2 signal mark types
  • • 1 dashboard tables (QuaScript layer)

Settings

4 settings, grouped as in the chart's settings dialog

Model
SettingTypeDefaultRange / optionsId
Fit windowInteger12030 – 2000fit_window
Entry
SettingTypeDefaultRange / optionsId
Entry z-scoreNumber20.5 – 4, step 0.1entry_z_score
Maximum half-life (bars)Number302 – 500maximum_half_life_bars
Risk
SettingTypeDefaultRange / optionsId
Stop (ATR)Number2.50.5 – 8, step 0.1stop_atr

Script

packages/quascript/presets/strategy/ou_half_life_reversion.qs

Header

strategy "OU Half-Life Reversion" {
    overlay = true
    capital = 100000
    commission = 0.05
    slippage = 1
    sizing = risk_percent
    max_leverage = 1
    size = 1
    pyramiding = 1
}
Total lines
49
Code lines
41
Comment lines
7
Helper functions
0
Loops
0
Persistent variables
2
Higher-interval feeds
0
Engine plots
1

Built with

Technical analysis (ta.*)
ta.atr
Microstructure kernels (hft.*)
hft.ou
Math (math.*)
math.absmath.coalescemath.is_namath.maxmath.round
Imported modules
viz/premium

Discussion

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