Local Polynomial Regression (LPR) is an advanced statistical method that offers a flexible approach to estimating the underlying trend in financial time series data. The Mathematical Explanation The core idea of LPR is to fit a polynomial of degree p at each point x using weighted least squares. The weight of each data point decreases with its distance from x,...
🔵 Introduction The "ICT Unicorn Model" trading strategy in the "Inner Circle Trader" (ICT) style is one of the well-known strategies in the world of Forex and financial market trading. The ICT methodology was developed by Michael Huddleston and is based on technical analysis and Price Action concepts. This style focuses specifically on interpreting price...
The Time Zone Corrector library provides a utility function designed to adjust time based on the user's current time zone. This library supports a wide range of time zones across the Americas, Europe, Asia, and Oceania, making it highly versatile for traders around the world. It simulates a switch-case structure using ternary operators to output the appropriate...
📝 OVERVIEW The "Price & Volume Breakout Fibonacci Probability" indicator is designed to detect the probability of the maximum run-up and drawdown of each breakout trade on an asset, assisting traders in optimizing their take profit and stop loss strategies. 🧮 CALCULATIONS The algorithm detects price and volume breakouts to activate the Fibonacci levels...
### **Uptrick: Adaptive Cloud Oscillator (ACO)** --- ### Introduction The **Uptrick: Adaptive Cloud Oscillator (ACO)** is an advanced technical analysis tool designed to empower traders with precise trend detection and visual clarity in dynamic market conditions. By seamlessly integrating adaptive trend analysis, volatility filtering, and cloud-based support...
This Indicator stands apart by integrating the principles of the upgraded Discrete Fourier Transform (DFT), the Laplace Stieltjes Transform and volume spread analysis, enhanced with a layer of Fourier smoothing to distill market noise and highlight trend directions with unprecedented clarity. The length of EMA and Strategy Entries are modified with the Gann...
This script appears to be designed to identify and visualize dynamic support and resistance levels on a price chart, along with potential breakout signals. Key Components & Functionality (Inferred): Dynamic Support and Resistance: The script likely employs algorithms to calculate and plot support and resistance levels that adjust in real-time as price action...
Hi all! I hope that this indicator helps you to be a more efficient trader. The concept is well known and useful. So this is not some magic algorithm founded by me, but rather a well known concept. The concept is the drawing of trendlines. It draws trendlines that has a retest. It draws the trendlines in different colors, the colors used are blue, red, fuchsia...
Overview The Approximate Spectral Entropy-Based Market Momentum (SEMM) indicator combines the concepts of spectral entropy and traditional momentum to provide traders with insights into both the strength and the complexity of market movements. By measuring the randomness or predictability of price changes, SEMM helps traders understand whether the market is in...
🔵 Introduction The ICT Balanced Price Range (BPR) indicator is a valuable tool that helps traders identify key areas on price charts where a balance between buyers and sellers is established. These zones can serve as critical points for potential price reversals or continuations. 🟣 Bullish Balanced Price Range A Bullish BPR forms when a buying pressure zone...
💎 GENERAL OVERVIEW Introducing our new MACD Trail indicator! Moving average convergence/divergence (MACD) is a well-known indicator among traders. It's a trend-following indicator that uses the relationship between two exponential moving averages (EMAs). This indicator aims to use MACD to generate a trail that follows the current price of the ticker, which can...
Here's the adjusted strategy description in English, aligned with the house rules: --- ### Strategy Name: Zero-lag TEMA Cross Strategy **Purpose:** This strategy aims to identify entry and exit points in the market using Zero-lag Triple Exponential Moving Averages (TEMA). It focuses on minimizing lag and improving the accuracy of trend-following signals. ###...
About ICT Macro Times: The Inner Circle Trader (ICT) has taught that there are certain time sessions when the Interbank Price Delivery Algorithm (IPDA) is running a macro. The macro itself could be a repricing macro, a consolidation macro, etc. - this depends on where price currently is in relation to its draw. The times the macro is active do not change...
The "RSI K-Means Clustering " indicator is a technical analysis tool that combines the Relative Strength Index (RSI) with K-means clustering techniques. This approach aims to provide more nuanced insights into market conditions by categorizing RSI values into overbought, neutral, and oversold clusters. The indicator adjusts these clusters dynamically based on...
Use this Strategy to Fine-tune inputs for your Gann swing strategy. Strategy allows you to fine-tune the indicator for 1 TimeFrame at a time; cross Timeframe Input fine-tuning is done manually after exporting the chart data. MEANINGFUL DESCRIPTION: The Gann Swing Chart using the One-Bar type, also known as the Minor Trend Chart, is designed to follow...
Ultimate Bands The Ultimate Bands indicator is an advanced technical analysis tool that combines elements of volatility bands, oscillators, and trend analysis. It provides traders with a comprehensive view of market conditions, including trend direction, momentum, and potential reversal points. 🔵 KEY FEATURES ● Ultimate Bands Consists of an upper band,...
Library "InsertionSort" Library of sorting algorithm for binary insertion sort and related methods method binary_insertion_sort(sortedArray, item, order) binary insertion sort - inserts item into sorted array while maintaining sort order Namespace types: array Parameters: sortedArray (array) : array which is assumed to be sorted in the requested...
The Chebyshev Filter Divergences Oscillator The Chebyshev Filter indicator is a powerful tool designed to identify potential divergences between price and a filtered version of price based on the Chebyshev filter algorithm. It helps to spot mean reversion points by highlighting areas where price and the filtered price exhibit conflicting signals. ...