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Unsupervised Learning for Stock Selection: K-Means clustering
Traditional methods of stock selection often rely on fundamental and technical analyses, which can be time-consuming...
Jun 23, 202413 min read

Exploiting the leverage effect when trading options
In the fast-paced world of finance, traders are constantly seeking innovative strategies to cap italize on market opportunities and...
Jun 8, 202413 min read

Monte Carlo Analysis in Finance: Modeling and Managing Risk
The Monte Carlo simulation is a computational algorithm that relies on repeated random sampling to obtain numerical results...
Jan 29, 20247 min read

CLIMAFIN - Quantify Climate Transition Risk
The growing interest of European insurers and policymakers in green finance is a direct result of increased awareness...
Jan 29, 202410 min read

Trading Strategies
Within the expansive domain of quantitative trading, Kakushadze and Serur’s ”151 Trading Strategies” present a panorama of diverse...
Jan 18, 20247 min read

Exotic Options Valuation
Asset Pricing Models are sophisticated theoretical frameworks employed to ascertain the value of an asset predicated on its anticipated...
Dec 14, 202318 min read

Applications of Levy Processes in Modern Finance
A Levy process is a stochastic process that follows a random walk with an infinitely divisible one-step distribution...
Dec 2, 202314 min read

Implications of Alternative Trading systems on Price Discovery: Dark Pools
In the recent past there has been a growth in alternative equity trading platforms, with dark pools...
Nov 22, 202312 min read


Understanding Risk-Aversion through Utility Theory
Risk aversion, a fundamental concept in economics and finance, revolves around the preferences individuals exhibit...
Nov 18, 20235 min read

Phillips curve 2.0: a dynamic approach
The concept behind the Phillips curve suggests that changes in the unemployment rate in the economy have a predictable impact on price...
Oct 13, 20238 min read

Applying Kalman filter to pairs trading
Based on Gatev et al. (2006), pairs trading follows a two-period process: in the first period
(training period) the objective is to find...
Sep 28, 20236 min read

Vasicek model for interest rates
In the realm of financial mathematics, understanding the intricate dynamics of interest rates is of paramount importance...
Sep 20, 20236 min read

Econometrics model for volatility - GARCH
In the analysis of macroeconomic data, we often find values in some phenomena for which the variances of the terms of error...
Sep 14, 20237 min read

Vector Autoregression Models
Christopher Sims proposed, in 1980, the Vector Autoregression which is a multivariate linear time series model...
Jul 2, 20235 min read

Volatility risk premium
The volatility risk premium refers to the compensation that investors require for holding risky assets, such as stocks or options...
May 21, 20237 min read

How physics and statistics shaped the financial world
The main objective of the article is how the world of finance was changed by scientific research throughout the last century...
Apr 2, 202312 min read

Market impact of large trades
Institutional investors have portfolios worth hundreds of billions of dollars, this means that every position they need to liquidate will...
Mar 17, 20236 min read
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