Essential Mathematical Concepts for Algorithmic Trading
Learn about stock market maths and different mathematical concepts like Statistics, Probability, etc. which play an important role in Algorithmic Trading....
Mathematics and Econometrics
Learn the practical applications of mathematics and econometrics in finance. This series of blogs covers time series analysis, portfolio management, probability distribution, econometrics and many mathematical models.
Beginner's Guide to Statistics and Probability Distribution
The article on basic statistics goes through basic concepts such as mean, mode, median, range as well as probability distributions which are used for strategy analysis....
Fibonacci Numbers - Harmonic Patterns
By finding patterns of varying lengths and magnitudes, the trader can then apply Fibonacci ratios to the patterns and try to predict future movements....
Understanding The Chain Rule
In this blog on “Understanding the chain rule,” we will learn the math behind the application of chain rule with the help of an example....
Foundations Of Bayesian Inference
To help develop a deeper understanding of statistical analysis by focusing on the methodologies adopted by frequentist statistics and Bayesian statistics....
A Not-So-Short Introduction To Bayesian Statistics In Finance
Bayesian statistics is an important part of quantitative strategies which are part of an algorithmic trader’s handbook....
The Hurst Exponent
A comprehensive article that explains all that you would ever need to know about the Hurst Exponent....
Fibonacci Retracement Trading Strategy In Python
This article describes the Fibonacci number (0, 1, 1, 2, 3, 5, 8, 13, 21), and ratios and how Fibonacci trading can be done using the retracement levels. It explains how the Fibonacci ratios 23.6%, 38.2%, and 61.8%, can be applied to find support level using a practical example on Exxon Mobil....
Lessons Traders Can Learn From Professional Gamblers - Part 2
Here is what day traders can learn from gamblers. Learn whether the stock market is actually gambling in the true sense or not....