Essays about: "portfolio optimization"

Showing result 21 - 25 of 201 essays containing the words portfolio optimization.

  1. 21. An investigation of Sustainable Assets, Equitiesand the Bond market during the Globalpandemic, COVID-19

    University essay from Linköpings universitet/Nationalekonomi; Linköpings universitet/Filosofiska fakulteten

    Author : Vincent Rahm; Frej de la Rosa; [2022]
    Keywords : Conventional bonds; COVID-19; DCC-GARCH; ESG; Green bond; S P500; Portfolio optimization; volatility; MSCI; Sustainable investments; US 10yr; Treasuries; Equities;

    Abstract : ESG investing has been a hot topic during several years and there have been numerousstudies examining the relationship between sustainable assets and non-sustainable assetsincluding green bonds, social bonds, environmental bonds, ESG-bonds and ESG indices;conventional bonds, S&P 500, common stocks and non-ESG indices. During negative marketshocks several ESG stocks and indices have been shown to outperform common stocks andindices. READ MORE

  3. 22. Deep Reinforcement Learning Approach to Portfolio Optimization

    University essay from Lunds universitet/Nationalekonomiska institutionen

    Author : Lorik Sadriu; [2022]
    Keywords : Deep Reinforcement Learning; Portfolio Optimization; Portfolio performance; EMH; Business and Economics;

    Abstract : This paper evaluates whether a deep reinforcement learning (DRL) approach can be implemented, on the Swedish stock market, to optimize a portfolio. The objective is to create and train two DRL algorithms that can construct portfolios that will be benchmarked against the market portfolio, tracking OMXS30, and the two conventional methods, the naive portfolio, and minimum variance portfolio. READ MORE

  4. 23. How to Get Rich by Fund of Funds Investment - An Optimization Method for Decision Making

    University essay from Mälardalens universitet/Akademin för utbildning, kultur och kommunikation

    Author : Sabina Colakovic; [2022]
    Keywords : Modern Portfolio Theory; Markowitz Model; Mean-Variance Optimization; Valueat-Risk; Conditional Value-at-Risk; Geometric Mean Return; Efficient Frontier; Portfolio Optimization; Markowitz 2.0;

    Abstract : Optimal portfolios have historically been computed using standard deviation as a risk measure.However, extreme market events have become the rule rather than the exception. To capturetail risk, investors have started to look for alternative risk measures such as Value-at-Risk andConditional Value-at-Risk. READ MORE

  5. 24. Copula Modelling of High-Dimensional Longitudinal Binary Response Data

    University essay from KTH/Matematik (Avd.)

    Author : Nils Henningsson; [2022]
    Keywords : Copula; latent model; variational inference; Copula; latent modell; variational inference;

    Abstract : This thesis treats the modelling of a high-dimensional data set of longitudinal binary responses. The data consists of default indicators from different nations around the world as well as some explanatory variables such as exposure to underlying assets. READ MORE

  6. 25. Estimating Believed Knowledge of Portfolio Agents Using Inverse Optimization

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Gustaf Zachrisson; Oscar Wink; [2022]
    Keywords : ;

    Abstract : In this report, we demonstrate the utility of inverse optimization in convex programming by applying it on estimating financial market beliefs and behaviors of portfolio investors. The inversion of the optimization  utilized the Karush–Kuhn–Tucker optimality conditions specified for the current situation. READ MORE