Bull and Bear power based on linear regression (this is a non lagging oscillator, the parameter are for the lookup window for the donchian extremes)
this indicator can also be used for convergence/divergence.
(accidentjev2) added multi timeframe support (indicator may repaint values)
Here is another amazing script for you guys
++ Linear Regression Enthusiasts
Please Use this Indicator If you understand the risk posed by linear regression; ill explain some below
++ Raw Formulae for the linear regression
--I understand that tradingview explanation on how the linreg function works is not clear to...
Forecasting is a blurry science that deal with lot of uncertainty. Most of the time forecasting is made with the assumption that past values can be used to forecast a time series, the accuracy of the forecast depend on the type of time series, the pre-processing applied to it, the forecast model and the parameters of the model.
In tradingview we...
I found this awesome script from @quantadelic and edited it to be a bit more legible for regular use, including coloured zones and removing the intercept / slope values as variables, to leave space for the fib levels in the indicator display. I hope you all like it.
A regression line is simply a single line that best fits the data.
In the pinescript you can plot a linear regression line using the linreg function.
Here i share the entire calculation of the linear regression line, you are free to take the code and modify the functions in the script for creating your own kind of filter.
This script tries to find when a trading channel is developing and once is developed it will save it for later use on 2 variables up and down channel. You can access the last 2 channels for comparisons but this could be extensible for more channels.
You can choose the delta for the alignment accuracy of the channel.
The error for the difference between channels...
Hey traders, this is a linear regression moving average trend indicator that is designed to filter out noise and give you a better insight of the current trend in the market. The design is a linear regression cloud that covers above the price or below the price and it changes colour based on the current dominant line through the crossover and crossunder feature....
Moving Regression is a generalization of moving average and polynomial regression.
The procedure approximates a specified number of prior data points with a polynomial function of a user-defined degree. Then, polynomial interpolation of the last data point is used to construct a Moving Regression time series.
Moving Regression allows one to smooth...
This script uses the Repeated Median (RM) estimator to construct a linear regression channel and thus offers an alternative to the available codes based on ordinary least squares.
The RM estimator is a robust linear regression algorithm. It was proposed by Siegel in 1982 (1) and has since found many applications in science and engineering for linear trend...
The tool plots a linear regression line using the entire history of an instrument on chart. There are may be issues on intraday timeframes less then 1h. On daily, weekly and monthly charts it works without problem.
If an instrument has a lot of data points, you may not see the line (this is TV feature):
To fix that you...
this script is based on "Optimized Linear Regression Channel" by alexgrover, whose page I recommend you to visit, to read the extensive description he provides
the main difference with the original version is the fact that the start point of the channel (left point) is fixed by...
This are candels using 20 period Linear regression of close ,open, mim, max. Lime color if close > open and close > of last previus close. Red if close<open and close< of the previus close. Blue candles if none of the condition are meet. Pay attention at the reletion between body and shadow
This model give us the following
1 .linear regression channel
2.dynamic upper and lower fibs
3. upper and lower bollinger bands
each specific to the time frame that you use
So by using all 3 in one indicator it easy to see ressistance and support level
Keeping in mind of getting full potential of Donchian Channels, As part of this script, Linear Regression is used as primary source to identify trend and execute the trades.
Hull Moving Average given as alternative option in place of Linear regression.
Linear regression used to identify trend, trade setup, and stop. Based on...