Valuation is the analytical process of determining the current (or projected) worth of an asset or a company. There are many techniques used for doing a valuation. An analyst placing a value on a company looks at the business's management, the composition of its capital structure, the prospect of future earnings, and the market value of its assets, among other...
Median of Means (MoM) is a measure of central tendency like mean (average) and median. However, it could be a better and robust estimator of central tendency when the data is not normal, asymmetric, have fat tails (like stock price data) and have outliers. The MoM can be used as a robust trend following tool and in other derived indicators. Median of means (MoM)...
This is the Cumulative Distribution of a Dataset indicator that also calculates the Kurtosis and Skewness for a selected dataset and determines the normality and distribution type. What it does, in pragmatic terms? In the most simplest terms, it calculates the cumulative distribution function (or CDF) of user-defined dataset. The cumulative distribution...
Hey there! I've been diving into the book "Paul Wilmott on Quantitative Finance," and I stumbled upon this cool model for calculating and modeling returns. Basically, it helps us figure out how much a price has changed over a set number of periods—I like to use 20 periods as a default. Once we get that rate of change value, we crunch some numbers to find the...
PNR filter uses the "percentile nearest rank" method to produce signals from any source including oscillator indicators and price bars. Features: * Length - how many candles back in time to use for calculating PNR * % low and high - what range of the spread of values captured will form the PNR band. Use 99&100 to create a band on the 1% highest percentile or 0&1...
Signal to Noise Ratio The Signal to Noise Ratio or SNR is used to assess the quality of information or data by comparing the strength of a useful signal to the presence of background noise or random variations. In Finance the SNR refers to the ratio of strength of a trading signal to the background noise. A high SNR suggest a clear and reliable signal, meanwhile...
Description: A strategy based on ATR with auto-backtesting capabilities, Take Profit and Stop Loss (either Normal or Trailing). It allows you to select ranges of values and step for each parameter, and backtest the strategy on a multitude of input combinations at once. You can alternatively use a constant value for each parameter. The backtesting results strive...
The "Percentile Based Trend Strength" (PBTS) calculates trend strength based on percentile values of high and low prices for various length periods and then identifies the current trend as either Bullish, Bearish, or N/A (No Trend). Here's a step-by-step explanation of the code: Percentile Calculations: For each specified length period (13, 21, 34, 55, 89, and...
Concept behind this Strategy : Considering a normal "buy/sell" situation, an asset would be bought in average at the median price following a Gaussian like concept. A higher or lower average trend would significate that the current perceived value is respectively higher or lower than the current median price, which mean that the buyers are evaluating the price...
Overview This is a Z-Scored Momentum Indicator. It allows you to understand the volatility of a financial instrument. This indicator calculates and displays the momentum of z-score returns expected value which can be used for finding the regime or for trading inefficiencies. Indicator Purpose: The primary purpose of the "Z-Score Momentum" indicator is to help...
Paytience Distribution Indicator User Guide Overview: The Paytience Distribution indicator is designed to visualize the distribution of any chosen data source. By default, it visualizes the distribution of a built-in Relative Strength Index (RSI). This guide provides details on its functionality and settings. Distribution Explanation: A distribution in...
Bursa Malaysia Index Series. The index computation is as follows:- Current aggregate Market Capitalisation/Base Aggregate Market Capitalisation x 100. The Bursa Malaysia Index Series is calculated and disseminated on a real-time basis at 60-second intervals during Bursa’s trading hours.
This indicator is an overlay for your main chart. It will display your trade entry and trade close positions on your chart. After you place the indicator on you shart you will need to enter the trade information that you want to display. You can open thte input setting by clicking on the gear sprocket that appears when you hover your mouse over the indicator...
The indicator "Z-Score Based Momentum Zones with Advanced Volatility Channels" combines various technical analysis components, including volatility, price changes, and volume correction, to calculate Z-Scores and determine momentum zones and provide a visual representation of price movements and volatility based on multi timeframe highest high and lowest low...
The "Robust Bollinger Bands with Trend Strength" indicator is a technical analysis tool designed assess price volatility, identify potential trading opportunities, and gauge trend strength. It combines several robust statistical methods and percentile-based calculations to provide valuable information about price movements with Improved Resilience to Noise while...
Hello! This script "Cross Correlation" calculates up to ~10,000 lag-symbol pair cross correlation values simultaneously! Cross correlation calculation for 20 symbols simultaneously +/- Lag Range is theoretically infinite (configurable min/max) Practically, calculate up to 10000 lag-symbol pairs Results can be sorted by greatest absolute difference or...
Overview : This indicator helps with seasonality on the security. Seasonal analysis searches for repeating patterns across the years. Our recommended timeframe to look for seasonality is a minimum of 5 years. The idea is to see if there are predictable movements in price that recur every calendar year. How it works/Calculations : It will take all the years...
Hello everyone, This is the Z-Score Support and Resistance (S/R) indicator. How it works: The trouble with most indicators and strategies that rely on distributions is that they are constantly moving targets. To combat this, what I have done is anchored the assessment of the normal distribution to the period open price and dropped the data from the current...