Probability Distribution Histogram During data exploration it is often useful to plot the distribution of the data one is exploring. This indicator plots the distribution of data between different bins. Essentially, what we do is we look at the min and max of the entire data set to determine its range. When we have the range of the data, we decide how many...
The script is inspired by user NickbarComb, I suggested checking out his Price Convergence script. Basically, this script plots a table containing the probability of the current candle closing either higher or lower based on user-define past period. Hope that it will be helpful.
function to calculate Chebyshev Inequality. wich can be used to compute the probability that we will diverge from what we expect to obtain. reference: - www.omnicalculator.com - github.com - statisticstopics.wordpress.com - en.wikipedia.org
function to retrieve Gini Impurity / Gini Index. reference: - victorzhou.com - en.wikipedia.org
functions for shannon's entropy reference: - en.wiktionary.org - machinelearningmastery.com
displays the distribution of the outcome of a event over the last event. similar to this script:
This indicator gives traders historical probabilities based on how often price closed between any two pivot points. What are the features? (as of release) Get the historical statistics of how often price closed between any two pivot points. Manually set your own pivot point resolution to any higher timeframe. So get the historical statistics from any pivot...
A user defined function library of probability focused functions.
a test case for the KDE function on price delta. the KDE function can be used to quickly check or confirm edge cases of the trading systems conditionals.
Now can be used by everyone. Chobotaru Indicator has two functions: 1. Probability cloud, giving the probability of stock or future to move to a certain price. 2. Help traders understand where to take profit and where to put a stop-loss. You don’t need knowledge about options trading, this indicator is for all traders/investors. What does the indicator do?...
First of all the biggest thanks to @tista and @KivancOzbilgic for publishing their open source public indicators Bayesian BBSMA + nQQE Oscillator. And a mighty round of applause for @MarkBench for once again being my superhero pinescript guy that puts these awesome combination Ideas and ES stradegies in my head together. Now let me go ahead and explain what we...
Chobotaru Indicator has two functions: 1. Probability cloud, giving the probability of stock or future to move to a certain price. 2. Help traders understand where to take profit and where to put a stop-loss. You don’t need knowledge about options trading, this indicator is for all traders/investors. What does the indicator do? The indicator is based on the...
Brief 🌟 Pattern Recognition Probabilities (PRP) is a REALLY smart indicator. It uses the correlation coefficient formula to determine if the current set of bars resembles that of past patterns. It counts the number of times the current pattern has occurred in the past and looks at how it performed historically to determine the probability of an up move, down move,...
This is an open source and updated version of my previous "Confidence Interval" script. This script provides you with the expected range over a given time period in the future and the skew of that range. For example, if you wanted to know the expected 1 standard deviation range of MSFT over the next 20 days, this will tell you that. Additionally, this script will...
Introducing the alGROWithm indicator! Years of trading experience and endless hours of screen time has undeniably proven to me that the most fundamental rule of any market is: price moves from supply to supply and demand to demand. Specifically, this means that a breakout of a supply zone , the probability of it reaching the next supply zone before starting...
Analyze exponential trends, a line in log chart is exponential in an absolute chart.
Hello Friends,,, =================================== This indicator is based on Bayes' Theorem and is fully based on probabilities. =================================== Formula For Bayes' Theorem: P(Bull|Bear) = P(Bear∣Bull) * P(Bull) / P(Bear) where: Bull and Bear are events and P is probability P(Bull|Bear) is the posterior probability, the probability of Bull...
It's my birthday today! Just turned 20, so I decided to make another indicator. There's not very many indicators on TV that calculate pure probability. Many indicators on TV have the word "Probability" in their titles but they don't actually calculate probability...I call them "false titles". This indicator aims to change that. This is the indicator that every...