Risk-Adjusted Performance of Private Funds: What Do We Know?
A comprehensive study analyzes risk-adjusted performance metrics and benchmarks for private equity, debt, and real asset funds across regions.
What it examines
The study examines private fund performance using various risk-adjusted methods and benchmarks. It compares private equity, debt, and real asset funds with advanced econometric models and simpler measures like IRR and direct alpha. The goal is to clarify how risk estimates impact performance evaluation.
What it concludes
The findings show that while advanced models add detail, simpler benchmark-adjusted measures yield similar performance assessments. This research helps investors better evaluate fund returns, suggesting future refinement of benchmarks. Its applications include improved fund selection, performance comparison, and risk management in financial investments.
Evidence objects
Extensive research uncovers surprising performance trends: traditional private equity funds outperform public benchmarks, while North American venture capital funds exhibit weak returns despite high unadjusted performance, prompting significant investor caution.
key_findings bullet 1 · key_findings · validation V0
Using an unprecedented dataset, researchers apply diverse performance evaluation methodsincluding $$KS\text{-}PME$$, direct alpha, and the advanced $$BGG$$ nowcasting modelto refine fund metrics and clarify benchmark impacts with enhanced analytical rigor.
key_findings bullet 2 · key_findings · validation V0
Study introduces refined concepts like adjusted beta ranges ($$low, medium, high$$), emphasizing benchmark selections impact and revealing that simpler metrics with suitable benchmarks nearly rival complex models despite interpretation complexity.
key_findings bullet 3 · key_findings · validation V0
This paper provides a detailed, comprehensive analysis of private funds using an updated dataset and multiple performance metrics, including $\alpha$ measures, to enhance quantitative risk management. Its methodological rigor and broad benchmark evaluation offer fresh insights despite relying on established techniques, making it a compelling read for academics and practitioners.
key_findings bullet 4 · key_findings · validation V0
Raw abstract and provenance
- … alpha, and finally to the most sophisticated econometric methods. At a high level we … are likely more impactful than additional advancements in econometric techniques. …
Source row: 1702 · abstract type: snippet