correlation

I found this useful tool among the indicators but it wasn't doing the correlation study correctly. Everything in markets, with only a few exceptions, are rising in value over time and therefore trended to time. The simplest method I found is to use link relative or first difference detrending, before calculating a correlation between assets. I also updated it to...

Introduction The inverse fisher transform or hyperbolic tangent function is a type os sigmoid function (sometime called squashing function), those types of functions can rescale a result in a certain range and are widely used in artificial intelligence. More in depth the fisher transform can make the correlation coefficient of a time series normally distributed,...

Introduction There are different and better way's to see price data, a candlestick chart is one of the best way to see the price since you have access to the open/high/low/close information, this is really efficient and can allow for naked non parametric trading strategies (candlesticks patterns). But what about making candles out of indicators ? There are tons...

Chande Kroll R-Squared Index script. This indicator was originally developed by Tushar S. Chande and Stanley Kroll (see their book `The New Technical Trader`, Chapter 2: `Linear Regression Analysis`).

This study is an experiment in adaptive filtering. The process in this study was inspired by KAMA and ZLEMA filtering techniques. First, data is given an optional modification for lag reduction. Then, an adaptive filter of your choice is calculated. There are 6 different adaptive filters to choose from in this study: -Commodity Channel Index Adaptive Moving...

This is a simple study designed to visualize price correlation coefficients between multiple securities.

Correlation Based Pair Trading Strategy (Trading the spread) There are three popular styles of Pair trading: * Distance based pair trading * Correlation based pair trading * Cointegration based pair trading The correlation based strategy is to short the outperforming instrument and go long on the underperforming one whenever the temporary correlation weakens...

Graph shows level of correlation between current source and another one and track current value of it. User can select source for comparison, graph period and number of candles for calculation, enter level of significal correlation (+-0.65 by default). Grapf contains 4 plots: Correlation - current level of correlation, Zero line , +Corr_level - minimum level of...

The code in contains a simple correlation indicator that can be used as an alternative to Tradingview’s built-in “Correlation Coefficient” indicator. The indicator allows users to correlate up to 3 separate instruments on the same subplot. This allows you, for example, to easily see the correlation of your instrument with stocks, bonds and FX. Alternatively, a...

Kendall Rank Correlation Coefficient script. This way to measure the ordinal association between two measured quantities described by Maurice Kendall (1938, Biometrika, 30 (1–2): 81–89, "A New Measure of Rank Correlation"). In this script I compare Kendall Coefficient and Pearson Coefficient (using built-in "correlation" function).

Logistic Correlation is a correlation oscillator using a logistic function. A Logistic Function is a Sigmoid Function who stabilize the variance of data.The logistic function have the same function as the inverse fisher transform but with an advantage over it, the k constant can control the steepness of the curve, lowers k's will preserve the original form of the...

Hi everyone, Although everything's clear from the title but I should describe some basic points. Currency Correlation is a statistical measure of how two securities move in relation to each other. So this script is used to show if current pair (alt-coins) is moving in the same direction of bitcoin (or ethereum) or not. Consider that in crypto market most of...

Power oscillator to discern what currency's are stronger/weaker. added option to use a smoothed source(close) for pooling the change, giving longer term directional bias, note that this causes lag in the results as MA's turn slower than price.

Power oscillator to discern what currency's are stronger/weaker.

Can't take credit for this, I found it somewhere, no idea where... It correlates 6 tickers... enjoy.

This script is very much beta! This is a simple script to visualize how two symbols move in relation to each other. For example if the underlying symbol is a 2x Gold ETF (meaning the ticker moves at 2x the spot price of gold---if gold goes up 3% this ticker should go up 6%) and the comparison symbol is an 2x inverse gold ETF (at gold up 3% this should move down...

Conceptual indicator based on trying to find an inverse correlation between bitcoin and traditional markets due to bitcoin's usefulness as a hedge against economic downturns. How to use this script: you look at it and see if there is a correlation or not between bitcoin/Ethereum price and either U.S. stock CVi, buy volume, sell volume, calls, puts, or the call/put ratio.

*** Only works for the 28 pairs of the majors & 'major crosses' tickers, this will not provide analysis for anything else!!*** AUD / CAD / CHF / EUR / GBP / JPY / NZD / USD - mix and match.