Essays about: "Portföljkonstruktion"

Found 4 essays containing the word Portföljkonstruktion.

1. 1. Risk Management and Sustainability - A Study of Risk and Return in Portfolios With Different Levels of Sustainability

   University essay from KTH/Matematik (Avd.)

   Author : Magnus Borg; Lucas Ternqvist; [2023]
   Keywords : ESG; Value-at-Risk VaR ; Expected Shortfall ES ; Risk Management; Financial Risk; Financial Mathematics; Sustainability; Portfolio Management; Capital Asset Pricing Model CAPM ; Hållbarhet; Value-at-Risk VaR ; Expected Shortfall ES ; Riskhantering; Finansiell Risk; Finansiell Matematik; Portföljkonstruktion;

   Abstract : This thesis examines the risk profile of Electronically Traded Funds and the dependence of the ESG rating on risk. 527 ETFs with exposure globally were analyzed. Risk measures considered were Value-at-Risk and Expected Shortfall, while some other metrics of risk was used, such as the volatility, maximum drawdown, tail dependece, and copulas. READ MORE

3. 2. A Multi-Level Extension of the Hierarchical PCA Framework with Applications to Portfolio Construction with Futures Contracts

   University essay from KTH/Matematisk statistik

   Author : Kajsa Bjelle; [2023]
   Keywords : Portfolio construction; asset allocation; principal component analysis; hierarchical principal component analysis; hierarchical shrinkage; eigenportfolio risk; Portföljkonstruktion; tillgångsallokering; principalkomponentanalys; hierarkisk principalkomponentanalys; hierarkisk krympning; egenportföljrisk;

   Abstract : With an increasingly globalised market and growing asset universe, estimating the market covariance matrix becomes even more challenging. In recent years, there has been an extensive development of methods aimed at mitigating these issues. READ MORE

4. 3. Hierarchical Clustering in Risk-Based Portfolio Construction

   University essay from KTH/Matematisk statistik

   Author : Natasha Nanakorn; Elin Palmgren; [2021]
   Keywords : Portfolio construction; asset allocation; risk-based asset allocation; hierarchical clustering; agglomerative clustering; hierarchical risk parity; risk; volatility; Portföljallokering; portföljhantering; portföljmetoder; riskbaserad portföljallokering; hierarkisk klustring; agglomerativ klustring; risk; volatilitet;

   Abstract : Following the global financial crisis, both risk-based and heuristic portfolio construction methods have received much attention from both academics and practitioners since these methods do not rely on the estimation of expected returns and as such are assumed to be more stable than Markowitz's traditional mean-variance portfolio. In 2016, Lopéz de Prado presented the Hierarchical Risk Parity (HRP), a new approach to portfolio construction which combines hierarchical clustering of assets with a heuristic risk-based allocation strategy in order to increase stability and improve out-of-sample performance. READ MORE

5. 4. Quantitative Portfolio Construction Using Stochastic Programming

   University essay from KTH/Matematisk statistik

   Author : Aidin Ashant; Elisabeth Hakim; [2018]
   Keywords : Asset Allocation; Dynamic Portfolio Construction; Stochastic Programming; Scenario Generation; Multivariate GARCH; DCC-GARCH; Copula-GARCH; Transaction Costs; Mean-Absolute Deviation; Risk Parity; Mean-Variance; Tillgångsallokering; Dynamisk Portfölj Konstruktion; Stokastisk Programmering; Scenario Generation; Multivariat GARCH; DCC-GARCH; Copula- GARCH; Transaktionskostnader; Mean-Absolute Deviation; Risk Parity; Mean-Variance;

   Abstract : In this study within quantitative portfolio optimization, stochastic programming is investigated as an investment decision tool. This research takes the direction of scenario based Mean-Absolute Deviation and is compared with the traditional Mean-Variance model and widely used Risk Parity portfolio. READ MORE