Title: Inverse Chebyshev Filter: A Promising Tool for Financial Data Analysis
Abstract:
This scientific article introduces the Inverse Chebyshev filter, a powerful mathematical tool used in financial data analysis. The filter is designed to enhance the quality of financial data by reducing noise and smoothing out irregularities, thereby improving the...
This script calculates upper and lower bands using Chebyshev's inequality formula.
The main pros.: the band doesn't depend on particular distribution. It fits to any type of random variables. Also it allows to calculate bands for instruments with extremely high volatility.
Cons.: formula provides a rough estimation in some special cases like lognormal distribution.
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
