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Research Guide
  • 📄Quantitative Research Handbook
  • Financial Essentials
    • Asset Allocation Overview
      • Strategic vs Tactical Allocation
      • Benchmarking in Asset Allocation
    • Fundamentals of Financial Analysis
      • Quantitative Finance Glossary
      • Asset Pricing Factors
      • Modigliani-Miller Theorem
      • Ken Fisher's Financial Analysis
      • Options Pricing Introduction
      • Fixed Income for Quants
  • Quantitative Analysis
    • Robustness and Bias
      • Bias in Investment Strategies
      • Forward Looking Bias
      • Overfitting in Quant Models
      • Mindset for Robust Quant
      • Investment Horizon and Rebalancing
    • Quant Modeling Basics
      • Idea Generation for Quant Modeling
      • Portfolio Construction
      • Cointegration and Pair Trading
      • Using Technical Indicators
      • Portfolio Performance Metrics
    • Risk Management Techniques
      • Risk in Quant Finance
      • Market Risk Measurement
  • Data Science for Finance
    • Data Characteristics and Methodologies
      • Point-in-Time Data
      • Stock Price Adjustment
      • Understanding Financial Data
      • ID Structures in Quant Finance
    • Statistical Analysis in Finance
      • Correlation vs Causality
      • Sentiment Analysis Using News
      • Optimizing Pandas Performance
      • Bayesian Linear Regression with Gibbs Sampling
    • Machine Learning Techniques
      • Challenges in Financial Time-Series
  • Modeling and Backtesting
    • Backtesting Framework
      • Assumptions in Backtesting
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  • Insights
  • Starting Point and Comparison
  • Global Equity Opportunity Set
  • Adjustments Based on Investor Specifics

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  1. Financial Essentials
  2. Asset Allocation Overview

Benchmarking in Asset Allocation

Explains why benchmarks are a crucial part of the asset allocation process in investment strategy.

TL; DR

  • Benchmarks provide a starting point and standard for comparison in asset allocation.

  • Historical research by Brinson, Hood, and Beebower highlights the significant impact of asset allocation on investment outcomes.

  • Investors are expanding their view to include the global equity opportunity set as a benchmark.

  • Tailoring asset allocation from the global opportunity set can align with specific investor goals and constraints.

  • Ignoring the full opportunity set can introduce unintended biases and risks.


Insights

Asset allocation is a critical component of investment strategy, and the choice of a benchmark (BM) is central to this process. Understanding why benchmarks are important in asset allocation can help investors make more informed decisions.

Starting Point and Comparison

  • Benchmarks serve as a starting point for asset allocation, providing a reference against which performance can be measured.

  • They offer a standard for comparison, helping investors to evaluate the performance of their portfolios.

Historical Evidence on Asset Allocation Success
  • Research, such as the study by G. Brinson, L. Randolf Hood, and G. Beebower in 1986 titled "Determinants of Portfolio Performance," has shown that the success of investment outcomes is predominantly determined by the asset allocation decision process.

Global Equity Opportunity Set

  • Investors are increasingly considering the global equity opportunity set as the initial benchmark for their investments.

  • This approach allows for a comprehensive view of potential investments before making adjustments based on specific goals, expertise, philosophy, and constraints.

Adjustments Based on Investor Specifics

  • Asset allocation decisions can be tailored from the global opportunity set to align with an investor's unique profile.

  • This customization ensures that the allocation is relevant and suitable for the investor's objectives.

Consequences of Ignoring the Full Opportunity Set
  • Not considering the full opportunity set can lead to unintended bets and biases/risks.

  • Overlooking the global set of opportunities can itself be an inadvertent investment decision, potentially leading to suboptimal outcomes.

In summary, benchmarks are essential in asset allocation as they provide a foundation for comparison and decision-making. They help investors to start with a broad perspective before refining their strategy to meet specific investment goals and constraints.

Last updated 1 year ago

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