Kernel Regression Band [dARK]

2023년 11월 18일

Introducing The Kernel Regression Band Indicator.

This is a powerful tool designed to assist you in identifying key trends and potential reversals in financial markets. This indicator employs Kernel Regressions, to provide valuable insights into trend dynamics.

Indicator Description:
The Kernel Regression Band Indicator is based on the principles of Kernel Regression analysis, a non-parametric technique widely used in statistical analysis and time series forecasting. It effectively captures and visualizes the underlying trends in price data by smoothing out noisy fluctuations.

Indicator Components:

• Fast Kernel Regression
  
  
• Slow Kernel Regression
  

These two regressions form what I chose to call the Kernel Regression Band.

The Kernel Regression Band Indicator comprises three distinct phases:

Green Band (Uptrend):
It is colored green when both Kernel Regressions are rising concurrently.
This signals a strong uptrend in the market.

Red Band (Downtrend):
It is colored red when both Kernel Regressions are declining simultaneously.
This indicates a pronounced downtrend in the market.

Grey Zone (Transitional):
The area between the upper and lower bands is colored grey when one Kernel Regression is rising while the other one is declining.
This signifies a transitional phase where market forces are shifting, and uncertainty prevails.

Usage:
You can utilize the Kernel Regression Band Indicator as follows:

Uptrend Confirmation: A green band suggests a strong uptrend, providing a bullish signal to consider long positions or stay invested.

Downtrend Confirmation: A red band indicates a significant downtrend, offering a bearish signal to consider short positions or exit long positions.

Transition Warning: The grey zone serves as a cautionary signal, suggesting that market conditions are in flux, and traders should exercise caution. It can be seen as a warning of potential trend reversals or consolidations.

Keep in mind you can play with settings.

These default ones are pretty good and were used on a 2D chart;
But it's your choice if you want to play with those, to find your best settings.

Enjoy! :)

2023년 11월 19일

릴리즈 노트

Transparency Adjustment Added.

2023년 11월 19일

릴리즈 노트

Fixed Typo in description.