statistics

BackQuant

Kalman Hull Supertrend At its core, this indicator uses a Kalman filter of price, put inside of a hull moving average function (replacing the weighted moving averages) and then using that as a price source for the supertrend instead of the normal hl2 (high+low/2). Therefore, making it more adaptive to price and also sensitive to recent price action. PLEASE...

Ameno09

Introduction: The Z Score & Trend Following indicator is a tool used in financial markets to assess the standard deviation of a data point from its mean value over a specified period. It calculates the Z score, which is a measure of how many standard deviations an element is from the mean. This indicator also incorporates trend-following characteristics, allowing...

KapoorChandra Updated 

This Indicator show Options Data on signal dashboard , that help trader to analyse the market. Options data consist of two things , Call and Put. Every Strike has its Call and Put price. So if user Opens any chart which is traded in options , dashboard will show total 16 Call and 16 Put strikes 8 Above from ATM and 8 Below from ATM. On left hand side of...

BackQuant Updated 

LSMA Z-Score Main Features and Use in the Trading Strategy - The indicator normalizes the LSMA into a detrended Z-Score, creating an oscillator with standard deviation levels to indicate trend strength. - Adaptive coloring highlights the rate of change and potential reversals, with different colors for positive and negative changes above and below the...

freedx Updated 

█ FreedX Grid Backtest is an open-source tool that offers accurate GRID calculations for GRID trading strategies. This advanced tool allows users to backtest GRID trading parameters with precision, accurately reflecting exchange functionalities. We are committed to enhancing trading strategies through precise backtesting solutions and address the issue of...

BackQuant

Kalman Price Filter The Kalman Filter, named after Rudolf E. Kálmán, is a algorithm used for estimating the state of a linear dynamic system from a series of noisy measurements. Originally developed for aerospace applications in the early 1960s, such as guiding Apollo spacecraft to the moon, it has since been applied across numerous fields including robotics,...

MUQWISHI

▋ INTRODUCTION : The “Index Generator” simplifies the process of building a custom market index, allowing investors to enter a list of preferred holdings from global securities. It aims to serve as an approach for tracking performance, conducting research, and analyzing specific aspects of the global market. The output will include an index value, a table of...

LeviathanCapital Updated 

This script allows you to generate visual timestamps of X/Twitter posts directly on your chart, highlighting the precise moment an X post/tweet was made. All you have to do is copy and paste the post URL. ◽️ Use Cases: - News Trading: Traders can use this indicator to visually align market price actions with news or announcements made on X (formerly Twitter),...

StratifyTrade

This indicator is a suite of tools that aims to provide traders with efficient metrics to analyze the market in a different way, such as various types of Open Interest, Intraday Volume, and Liquidations. This indicator can both save time and also provide a different approach to the usual price action trading style. 🔶 FEATURES The indicator contains the...

bawdyanarchist

TLDR DCA into BTC at or below the blue line. DCA out of BTC when price approaches the red line. There's a setting to toggle the future extrapolation off/on. INTRODUCTION Regression analysis is a fundamental and powerful data science tool, when applied CORRECTLY . All Bitcoin regressions I've seen (Rainbow Log, Stock-to-flow, and non-linear models), have...

LuxAlgo Wizard

The Historical Correlation tool aims to provide the historical correlation coefficients of up to 10 pairs of user-defined tickers starting from a user-defined point in time. Users can choose to display the historical values as lines or the most recent correlation values as a heat map. 🔶 USAGE This tool provides historical correlation coefficients, the...

fikira Wizard

The Statistics • Chi Square • P-value • Significance publication aims to provide a tool for combining different conditions and checking whether the outcome is significant using the Chi-Square Test and P-value. 🔶 USAGE The basic principle is to compare two or more groups and check the results of a query test, such as asking men and women whether they want to...

yosietserga

The script calculates and displays probability bands around price movements, offering insights into potential market trends. Setting Up the Script Window Size: Determines the length of the window for the Nadaraya-Watson estimation. A larger window smooths the data more but might lag current market conditions. Bandwidth: Controls the bandwidth for the kernel...

Traders_Endeavors

What is a Bayes Estimator? Bayesian estimation, or Bayesian inference, is a statistical method for estimating unknown parameters of a probability distribution based on observed data and prior knowledge about those parameters. At first , you will need a prior probability distribution, which is a prior belief about the distribution of the parameter that you are...

thequantscience

GENERAL OVERVIEW Price Scenarios - The Quant Science is a quantitative statistical indicator that provides a forecast probability about future prices moving using the mathematical-statistical formula of statistical probability and expected value. HOW TO USE The indicator displays arrow-shaped signals that represent the probable future price movement...

RicardoSantos Wizard

Library "FunctionDiscreteCosineTransform" Discrete Cosine Transform (DCT) The Discrete Cosine Transform (DCT) is a mathematical algorithm that converts a series of samples of a signal, typically in the time domain, into another domain called the frequency or spectral domain. It's commonly used for data compression and image/video coding applications such as...

BackQuant

Gaussian Price Filter Overview and History of the Gaussian Transformation The Gaussian transformation, often associated with the Gaussian (normal) distribution, is a mathematical function characteristically prominent in statistics and probability theory. The bell-shaped curve of the Gaussian function, expressing the normal distribution, is ubiquitously...

NoveltyTrade

█ OVERVIEW Risk Management Chart allows you to calculate and visualize equity and risk depend on your risk-reward statistics which you can set at the settings. This script generates random trades and variants of each trade based on your settings of win/loss percent and shows it on the chart as different polyline and also shows thick line which is average of all...