Using Machine Learning to Identify Drivers of Oil Price

Posted on September 11, 2022 By Harbourfront Technologies

Machine learning is a subset of artificial intelligence that deals with the creation of algorithms that can learn from, and make predictions on, data. These algorithms are able to automatically improve given more data. Machine learning is a powerful tool that can be used for a variety of tasks, such …

Does the Fed Put Really Exist?

Posted on September 9, 2022 By Harbourfront Technologies

The Fed, or Greenspan, put is a monetary policy tool used by the Federal Reserve to help stabilize the economy. The name comes from former Federal Reserve Chairman Alan Greenspan, who is credited with using the tool to help stave off a recession in the early 2000s. The Fed put …

Identifying Correlation Risks of Large Portfolios

Posted on September 4, 2022 By Harbourfront Technologies

Correlation is a statistical measure of the relationship between two variables. In trading, correlation is used to identify relationships between different securities. For example, a trader might want to know if two stocks move in the same direction. If they do, they are said to be positively correlated. If they …

Can We Replace Volatility in the Options Pricing Models?

Posted on September 2, 2022 By Harbourfront Technologies

The Black-Sholes-Merton model is a mathematical model for pricing financial options. The model is used to calculate the theoretical value of an option, which is the amount that the option holder would be paid if they exercised the option. The model takes into account factors such as the underlying asset’s …

Pricing Commodity Derivatives Using Principal Component Analysis

Posted on August 28, 2022 By Harbourfront Technologies

Commodity derivatives are financial instruments whose value is based on an underlying commodity. These derivatives can be used for hedging purposes or for speculation. The most common types of commodity derivatives are futures, options, and swaps. Due to their seasonal nature, valuing commodity derivatives requires pricing models that are different …

Trading Volatility ETFs Using the VIX Term Structure

Posted on August 24, 2022 By Harbourfront Technologies

The volatility term structure is the relationship between implied volatility and time to expiration. The term structure is important because it provides information about the market’s expectations for future volatility. For example, if the term structure is downward sloping, it means that the market is expecting implied volatility to decrease …

Does Pairs Trading Deliver Alpha?

Posted on August 22, 2022 By Harbourfront Technologies

Pairs trading is a market-neutral trading strategy that involves buying and selling two stocks simultaneously. The idea behind pairs trading is to find two stocks that are in co-movement and to take advantage of the differential in their price movement. In order for pairs trading to be successful, you need …

Can Exchange Traded Funds Increase Market Volatility?

Posted on August 18, 2022 By Harbourfront Technologies

An Exchange Traded Fund (ETF) is a fund that tracks an index, sector, or basket of assets just like a traditional mutual fund, but trades like a stock on an exchange. ETFs experience price changes throughout the day as they are bought and sold. The ETF market has experienced massive …

A VIX Futures Trading System

Posted on August 14, 2022 By Harbourfront Technologies

VIX futures are a type of derivative that allow investors to bet on the future direction of the CBOE Volatility Index (VIX). The VIX is a measure of market uncertainty and is often referred to as the “fear index.” VIX futures allow investors to hedge against or speculate on future …

Beta Arbitrage: Betting on Stock Comovements

Posted on August 11, 2022 By Harbourfront Technologies

Beta is a measure of the volatility, or systematic risk, of a security or portfolio in comparison to the market as a whole. Beta is used in the capital asset pricing model (CAPM) to calculate the expected return of an investment. A stock with a beta greater than one is …