Essays about: "hedge-funds"

Showing result 1 - 5 of 83 essays containing the word hedge-funds.

  1. 1. Leveraging Large Language Models for Firm-Intelligence: A RAG Framework Approach

    University essay from Lunds universitet/Statistiska institutionen

    Author : Niclas Wölner-Hanssen; [2024]
    Keywords : Artificial Intelligence; Large Language Models; Retrieval Augmented Generation; Retrieval Augmented Generation Assessment; Contrastive Learning; Mathematics and Statistics;

    Abstract : In the wake of OpenAI's release of ChatGPT in November 2022, powered by the 175 billion parameter neural network GPT-3, the potential applications of Large Language Models (LLMs) in various sectors have become evident. One such application lies in hedge funds and trading desks where knowledge sharing is paramount. READ MORE

  3. 2. A valuation of Swedish hedge fund performance

    University essay from Göteborgs universitet/Institutionen för nationalekonomi med statistik

    Author : Elis Grönqvist; Johan Wennerström; [2023-02-09]
    Keywords : ;

    Abstract : In this thesis we present annual returns of Swedish hedge funds sorted by investment strategies and investigate which strategy performs best and how the Fama-French factors: market premium, value premium and growth premium affect these returns. The Fama-French three-factor model is built on the Capital Asset Pricing Model which tries to describe the relationship between the expected return of an asset and the risk of the asset compared to the market. READ MORE

  4. 3. 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

  5. 4. Company Characteristics and Investments Related to ESG Ratings - Does Ownership Have an Impact?

    University essay from Handelshögskolan i Stockholm/Institutionen för finansiell ekonomi

    Author : Elias Schedvin; Simon Kvist; [2023]
    Keywords : ESG Rating; Ownership concentration; Investor Preferences; SRI; Investor Characteristics;

    Abstract : This paper examines the relationship between ownership structure and ESG ranking. Data from companies is used to analyze which types of investors invest in companies with high ESG rankings. READ MORE

  6. 5. Do institutional investors care about material ESG disclosure? Evidence from the SASB standards

    University essay from Handelshögskolan i Stockholm/Institutionen för finansiell ekonomi

    Author : João Monteiro; Laura Bahde; [2023]
    Keywords : ESG disclosure; SASB standards; institutional ownership; financial materiality; sustainable finance;

    Abstract : This paper examines the relationship between institutional ownership and SASB disclosure, by applying a linear probability model with fixed effects to our panel dataset. We find that certain groups of institutional investors demand SASB disclosure, and that their demand is sensitive to the disclosure costs faced by firms, namely information production and proprietary costs. READ MORE