Machine Learning: Anchored Gaussian Process Regression is an anchored version of Machine Learning: Gaussian Process Regression . It implements Gaussian Process Regression (GPR), a popular machine-learning method capable of estimating underlying trends in prices as well as forecasting them. Users can set a Training Window by choosing 2 points. GPR will be...
## █ Introduction and How it is Different The trading strategy in question is an enhanced version of the SuperTrend indicator, combined with AI elements and an ADX filter. It's a multi-timeframe strategy that incorporates two SuperTrends from different timeframes and utilizes a k-nearest neighbors (KNN) algorithm for trend prediction. It's different from...
This script plots boxes to reflect weekly, monthly and yearly expected moves based on "At The Money" put and call option's implied volatility. Symbols in range: This script will display Expected Move data for Symbols within the range of EAT-GDBC in alphabetical order. Weekly Updates: Each weekend, the script is updated with fresh expected move data, a job that...
This script plots boxes to reflect weekly, monthly and yearly expected moves based on "At The Money" put and call option's implied volatility. Symbols in range: This script will display Expected Move data for Symbols within the range of CLFD - EARN in alphabetical order. Weekly Updates: Each weekend, the script is updated with fresh expected move data, a job that...
This script plots boxes to reflect weekly, monthly and yearly expected moves based on "At The Money" put and call option's implied volatility. Symbols in range: This script will display Expected Move data for Symbols within the range of B - CLF in alphabetical order. Weekly Updates: Each weekend, the script is updated with fresh expected move data, a job that...
The Cycle Oscillator is a tool developed to help traders analyze market cycles thanks to a simplified version of the Hurst theory and the easy visualization provided by the detrended cycle. This indicator has two functions: - The first one is the plotting of a line that oscillates above and below the zero line, which can be used to find the cycle direction and...
The Cycle Indicator is a tool developed to help traders analyze market cycles thanks to a simplified version of the Hurst theory. This indicator has two functions: - The first one is the plotting of a line that can be used to find the cycle direction and momentum - The second feature is the next-cycle bottom forecaster, useful for estimating the timing of the...
This script plots boxes to reflect weekly, monthly and yearly expected moves based on "At The Money" put and call option's implied volatility. Symbols in range: This script will display Expected Move data for Symbols within the range of A - AZZ in alphabetical order. Weekly Updates: Each weekend, the script is updated with fresh expected move data, a job that...
Machine Learning: VWAP aims to use Machine Learning to Identify the best location to Anchor the VWAP at. Rather than using a traditional fixed length or simply adjusting based on a Date / Time; by applying Machine Learning we may hope to identify crucial areas which make sense to reset the VWAP and start anew. VWAP’s may act similar to a Bollinger Band in the...
This Pine Script code is designed for technical analysis and visualization of price movements on the TradingView platform. It serves as a tool for traders and investors to: Price Chart Analysis: The code plots the price chart of a selected symbol and utilizes Heikin-Ashi candlesticks to visualize price movements. This aids in better understanding price trends,...
This is a showcase indicator of my recently released SPTS library (the partner of the SPTS indicator). This is just to show some of the practical applications of the boring statistical functions contained within the library/SPTS indicator :-). This is an autoregressive (AR), scatter plot forecaster. What this means is it tags a lag of 1, performs an...
The Sahm Recession Indicator devised by Economist Claudia Sahm is a rather insightful tool that captures the onset of recessions by utilizing unemployment data, which can provide more real-time insights compared to quarterly GDP reports. If the three-month simple moving average (SMA) of the unemployment rate exceeds the minimum unemployment rate of the previous...
Note: To use this code, you must choose Hollow candle This code color the candle based the relationship current volume to previous volume, according these features: 1- White candle when the current volume greater than the previous one, and all of them greater than moving average for 20 periods of volume 2- Green candle color when the current volume greater than...
The Leading Economic Indicator (LEI) is a groundbreaking technical indicator designed to serve as a comprehensive measure of the prevailing direction of economic trends in the United States. This unique index combines two key economic indicators: the Composite Leading Indicator (CLI) from the Organization for Economic Co-operation and Development (OECD) and the...
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...
This Indicator, will rate multiple different lengths of RSIs to determine which RSI to RSI MA cross produced the highest profit within the lookback span. This ‘Optimal RSI’ is then passed back, and if toggled will then be thrown into a Machine Learning calculation. You have the option to Filter RSI and RSI MA’s within the Machine Learning calculation. What this...
The Purchasing Managers Index (PMI) is a widely recognized economic indicator that provides crucial insights into the health and performance of an economy's manufacturing and services sectors. This index is a vital tool for anticipating economic developments and trends, offering an early warning system for changes in these sectors. The PMI is calculated based on...
The US Composite Leading Indicator (CLI), normalized for the United States, closely mirrors the Conference Board "Leading Economic Index" (LEI). It offers unique insights into economic and financial dynamics. The Composite Leading Indicator (CLI) is an economic tool designed to anticipate economic developments. It is created by aggregating and normalizing a wide...