Kernel Regression Oscillator - BASE Introduction The Kernel Regression Oscillator (ᏦᏒᎧ) represents an advanced tool for traders looking to capitalize on market trends. This Indicator is valuable in identifying and confirming trend directions, as well as probabilistic and dynamic oversold and overbought zones. It achieves this through a unique composite...
FX Forecasting Model indicator is a forecasting tool that takes advantages of macroeconomic analysis and market surveillance to predict Exchange rate movement. *** Customize the macro data for home country (base currency) and foreign country USAGE This consists of 4 editable options align with 4 Forecasting Models TrendX Model) TrendX...
Overview Technically a smooth linear rate transformation, the "Chaos Cypher" drew some inspiration from the principles of Markov and chaos. Aside from price action, this combination provides a different lens through which to observe and interpret market movements. Markov models are based on the principle that future states depend only on the current state, not...
Kernel Regression Ribbon is a flexible, visually pleasing trend identification tool. Plotting 8 different kernel regressions of different types and parameters allows the user to see where levels of support and resistance are being tested, retested and broken. What’s Kernel Regression? A statistical method for estimating the best fitting curve for a dataset, in...
A little late posting this but here it is, as promised! This is the companion to the COSTAR indicator. What it does: It creates a co-integration paired relationship with a separate, cointegrated ticker. It then plots out the expected range based on the value of the cointegrated pair. When the current ticker is below the value of its co-integrated partner, it...
The Adaptive Trend Projection indicator is a robust tool designed to provide an optimal trend projection calculated in a highly sophisticated manner. By utilizing linear regression lengths ranging from 20 to 200, this indicator estimates the duration of the trend by dynamically adjusting the projection length based on the calculated trend's strength. Key...
Excited to release this indicator! I wanted to do a machine learning, ATR based indicator for a while, but I first had to learn about machine learning algos haha. Now that I have created a KNN based regression methodology (shared in a previous indicator), I can finally do it! So this is a Nearest Known Neighbor or KNN regression based indicator that uses ATR...
Another indicator release, I know. But note, this isn't intended to be a stand-alone indicator, this is just a functional addition for those who program Machine Learning algorithms in Pinescript! There isn't enough content here to merit creating a library for (it's only 1 function), but it's a really useful function for those who like machine learning and Nearest...
This indicator provides you with the ability to select from a variety of candle prediction methods. It permits for: 👉 Traditional Linear Regression Candle Predictions 👉 Candle Predictions based on the underlying Stochastics 👉 Candle Predictions based on the underlying RSI 👉 Candle Predictions based on the underlying MFI 👉 Candle Predictions based on the EMA...
The "MacroTrend Vision" indicator is crafted with a singular goal – to provide traders with a quick and insightful snapshot of a country's global index. Seamlessly combining macroeconomic and technical perspectives, this tool is designed for those seeking a straightforward yet comprehensive overview. Let's explore the key features that make the "MacroTrend Vision"...
This idea came to me after I wrote the post about Co-Integration and pair trading. I wondered if you could use pair trading principles as a way to determine overbought and oversold conditions in a more neutral way than RSI or Stochastics. The results were promising and this indicator resulted :-)! About: COSTAR provides another, more neutral way to determine...
Hello traders, Navigating through the financial markets requires a blend of analysis, insight, and a touch of foresight. My Linear Regression Forecast Tool is here to add that touch of foresight to your analysis toolkit on TradingView! Linear Regression is the heart of this tool, a statistical method that explores the relationship between a dependent variable...
Hey everyone, Releasing the Quadratic/Linear Time Series regression indicator. About the indicator: Most of you will be familiar with the conventional linear regression trend boxes (see below): This is an awesome feature in Tradingview and there are quite a few indicators that follow this same principle. However, because of the exponential and cyclical...
The Relational Quadratic Kernel Channel (RQK-Channel-V) is designed to provide more valuable potential price extremes or continuation points in the price trend. Example: Usage: Lookback Window: Adjust the "Lookback Window" parameter to control the number of previous bars considered when calculating the Rational Quadratic Estimate. Longer windows capture...
This indicator is based on the "Linear Regression Channel (Log)," which, in turn, is derived from TradingView's "Linear Regression Channel." The "Regression Line (Log)" indicator is a valuable tool for traders and investors seeking to gain insights into long-term market trends. This indicator is personally favored for its ability to provide a comprehensive view...
Hello everyone, I am in the process of releasing some of my own utility indicators/things I use to reference and perform analyses. I do a lot of quantitative/math based analyses, including correlation assessments that I traditionally would need to export data from Tradingview and perform in SPSS, Excel or R. I have been slowly building a repertoire of Excel/R...
The Advanced Weighted Residual Arbitrage Analyzer is a sophisticated tool designed for traders aiming to exploit price deviations between various asset pairs. By examining the differences in normalized price relations and their weighted residuals, this indicator provides insights into potential arbitrage opportunities in the market. Key Features: Multiple...
The Machine Learning Regression Trend tool uses random sample consensus (RANSAC) to fit and extrapolate a linear model by discarding potential outliers, resulting in a more robust fit. 🔶 USAGE The proposed tool can be used like a regular linear regression, providing support/resistance as well as forecasting an estimated underlying trend. Using RANSAC...