Essays about: "Commodity trading advisors"

Found 3 essays containing the words Commodity trading advisors.

  1. 1. Predictive Modeling and Statistical Inference for CTA returns : A Hidden Markov Approach with Sparse Logistic Regression

    University essay from Umeå universitet/Institutionen för matematik och matematisk statistik

    Author : Oskar Fransson; [2023]
    Keywords : Probability theory; Statistical inference; finance; CTA; managed futures; machine learning; statistical learning; stochastic process; sparse logistic regression; Markov Chain Monte Carlo; Hidden Markov model;

    Abstract : This thesis focuses on predicting trends in Commodity Trading Advisors (CTAs), also known as trend-following hedge funds. The paper applies a Hidden Markov Model (HMM) for classifying trends. Additionally, by incorporating additional features, a regularized logistic regression model is used to enhance prediction capability. READ MORE

  3. 2. A Quantitative Framework for Constructing a Multi-Asset CTA with a Momentum-Based Approach

    University essay from Uppsala universitet/Datalogi

    Author : Rebecca Fällström; [2023]
    Keywords : Commodity trading advisors; CTA; trend-following; momentum strategies; risk parity; equally weighted; Markowitz weights; optimization;

    Abstract : Commodity Trading Advisors (CTAs) have gained popularity due to their abilities to generate an absolute return strategy. Little is known about how CTAs work and what variables are important to tune in order to create a profitable strategy. READ MORE

  4. 3. The effects of volatility and correlation on CTA strategies

    University essay from KTH/Industriell ekonomi och organisation (Inst.)

    Author : Kristoffer Lindkvist; [2012]
    Keywords : CTAs; Volatility; Correlation; Trend Following; Short Term; Fundamental; Managed Futures;

    Abstract : Detta examensarbete analyserar effekterna av volatilitet och korrelation på trading strategier brukade av Commodity Trading Advisors (CTA´s). Denna studie bygger på en kvantitativ analys av data som insamlats från Barclay Hedge database. Studien har genomförts i samarbete med RPM Risk & Portfoliomanagement i Stockholm, Sverige. READ MORE