OPEN-SOURCE SCRIPT

Two sided mean deviation Indicator [SQT]

3 390
Description
The indicator aims at detecting up and down moves that deviate substantially from their respective means. The up and down means are calculated separately taking the last N up or down candles into account (Use N candles). Based on these means the upper and lower bounds are calculated by adding or subtracting the distributions standard deviation (Sigma bounds), multiplied by a user specified factor. After a substantial move, the bounds will either decay sharply to their mean after N up or down candles have passed (Decay: equally weighted) or gradually (Decay: age weighted, weight can be adjusted in the Pine script). The equally weighted decay is meant to model persistent memory whereas the age weighted decay models fading memory of the market over the last N up or down candles. The upper and lower bounds constitute the shaded area. The signal line is simply an EMA with length 3 of the sum of the last 3 percentage changes. These values can be adjusted from the Pine script directly.
Intended use
The signal line leaving the shaded area indicates a substantial move away from the respective mean under the given parameters. This might be interpreted as a signal for the price to revert back to it's mean during the following candles (mean reversion).
Markets
The indicator may be used on any timeseries that is expected to have mean reverting behaviour. Development was done on BTCPERP using 5 minute candles.

Thông báo miễn trừ trách nhiệm

Thông tin và ấn phẩm không có nghĩa là và không cấu thành, tài chính, đầu tư, kinh doanh, hoặc các loại lời khuyên hoặc khuyến nghị khác được cung cấp hoặc xác nhận bởi TradingView. Đọc thêm trong Điều khoản sử dụng.