Traditional and thematic ETFs: an empirical analysis of performance and risk factor exposures in US markets

Lalloni, Giulio (A.A. 2024/2025) Traditional and thematic ETFs: an empirical analysis of performance and risk factor exposures in US markets. Tesi di Laurea in Asset pricing, Luiss Guido Carli, relatore Nicola Borri, pp. 86. [Master's Degree Thesis]

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Abstract/Index

Market context: 2020-2024. Traditional and thematic ETFs: evolution and literature. Historical overview of the ETF market. Traditional ETFs. Thematic ETFs. Differences between traditional and thematic ETFs. Data, methodology and empirical framework. Data sources, sample design. Descriptive statistics. Monthly aggregation and fama French. Diagnostic tests and robustness considerations. Tracking error and benchmark deviation. Covariance and correlation analysis. Pooled regression. Drawdown and recovery metrics. Performance and risk dynamics of traditional ETFs. Quantitative analysis of traditional ETFs. Rolling Sharpe ratio and volatility dynamics. Fama French factor regression. Performance and risk dynamics of thematic ETFs. Quantitative analysis of thematic ETFs. Rolling Sharpe and volatility. Fama French factor regressions. Structural differences and cross sectional evidence. Comparative summary of traditional and thematic ETFs. Tracking error and benchmark deviation. Covariance and correlation structure across ETF groups. Correlation between ETF groups and representative asset classes. Pooled regression analysis: alpha and beta shifts between traditional and thematic ETFs. Hidden sources of risk in thematic ETFs. Liquidity mismatch between illiquid underlying assets and the ETF structure. Valuation fragility and hype cycle risk. Investor herding and the role of retail flows. High concentration and limited diversification. Regulatory and policy uncertainty. Event driven risks and sensitivity to narrative cycles.

References

Bibliografia: pp. 83-86.

Thesis Type: Master's Degree Thesis
Institution: Luiss Guido Carli
Degree Program: Master's Degree Programs > Master's Degree Program in Economics and Finance (LM-56)
Chair: Asset pricing
Thesis Supervisor: Borri, Nicola
Thesis Co-Supervisor: Vitale, Paolo
Academic Year: 2024/2025
Session: Extraordinary
Deposited by: Alessandro Perfetti
Date Deposited: 16 Jun 2026 14:16
Last Modified: 16 Jun 2026 14:16
URI: https://tesi.luiss.it/id/eprint/46178

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