Risk Models Built with Passive ETFs as Factors
Asset
Owners
Detect statistically significant evidence of security-selection skill that is likely to persist.
Avoid funds taking too little active risk to ever overcome fees… even with skill.
Investment Consultants
Offset risk from unintended market exposures with ETFs or better fund combinations.
Avoid closet-indexing the aggregate portfolio.
Asset
Managers
Identify and offset unintentional systematic risk exposures that can overwhelm skill.
Identify key contributors to idiosyncratic risk.
Equity Risk Models Designed for Asset Owners
For allocators, this makes all the difference. For the first time, allocators can:
Separate return due to security selection from return due to unintentional passive risk exposures…. and reveal skill.
Offset the unintended passive exposures that can overwhelm skill.
Identify and avoid the one-third of funds taking too little active risk to ever compensate for fees — even with skill.
Ensure the aggregate portfolio is taking sufficient security-selection risk to justify fees and has no hidden risk exposures.
Comparisons with Conventional Analytics
Risk and Skill Analytics
Type
Measure Current Risk
Robust
Validation
Quantify all Current Drivers of Future Performance
Investable Factors
Distinguish Active Risk from Passive Risk
Offset Unintended Risk Exposures
Minimize Unintentional Passive Risk and Maintain or Increase Active Risk
Detect Statistically Significant Evidence of Security Selection Skill
Intuitive
Cost
Conventional Barra-Type Factor Models
Type
Measure Current Risk
Robust
Validation
Quantify all Current Drivers of Future Performance
Investable Factors
Distinguish Active Risk from Passive Risk
Offset Unintended Risk Exposures
Minimize Unintentional Passive Risk and Maintain or Increase Active Risk
Detect Statistically Significant Evidence of Security Selection Skill
Intuitive
Cost
Peer Analytics Passive-Factor Risk Models
Type
Measure Current Risk
Robust
Validation
Quantify all Current Drivers of Future Performance
Investable Factors
Distinguish Active Risk from Passive Risk
Offset Unintended Risk Exposures
Minimize Unintentional Passive Risk and Maintain or Increase Active Risk
Detect Statistically Significant Evidence of Security Selection Skill
Intuitive
Cost
The Problem with Performance Evaluation
Performance evaluation is useful only if it can lead to actionable insights.
How ESG Overlays Lead to Unintended Market Bets
Factor Risk Models Designed for Allocators
Manager Selection: The Quixotic Search for Skill
We’ve been fortunate in some wonderful clients, including:














Risk Models for Insurance Companies
DFA/ALM Models
Cloud-based, user-friendly, transparent, flexible yet robust, stochastic asset-liability models designed to be easily vetted.