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Our substack is about portfolio management and portfolio optimization. Only for educational purposes. Views are our own personal ones. No investment advice or recommendation to buy and sell any financial instrument. No confidentional or non-public info.

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Artwork for QuantStrategy

Latest Issues

Welcome to QuantStrategy — Start Here

Most resources on portfolio optimization focus on one thing: the optimizer.

We think that’s too narrow.

Portfolio construction is a decision architecture — from raw assumptions and market views all the way to an implementable, explainable...

16 days ago
1

Why Portfolio Construction Is More Than Optimization

Abstract

In this article, I argue that portfolio construction is more than just obtaining asset weights from an optimization. Robust portfolio construction is a broader decision architecture — from scenario generation and disciplined view...

20 days ago
7
3

A Better Portfolio Optimization Framework: Risk Constraints First, Lexicographic Selection Second

Main topics:

  • Why stronger risk constraints already improve portfolio optimization materially

  • Why risk-feasible portfolios are not automatically the best final portfolios

  • Why lexicographic selection still adds value by making...

2 months ago
6
1

Why the Optimal Portfolio Is Often Not the Best

Let’s dive into the main topics:

  • Why small return changes can cause disproportionately large portfolio shifts

  • How lexicographic optimization leads to smoother, more robust allocations

  • Why that makes optimization easier to use...

3 months ago
9
6

The Frequency Trap: Why Daily Covariances Can Break Monthly Portfolios (Part 2)

0) Abstract

If you rebalance monthly but estimate covariances from daily returns (and then multiply by 21), you often end up comparing apples to oranges. While you are actually interested in the risk forecasts of one month (or even more...

3 months ago
6
2

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Audience Metrics

Subscribers, engagement, traffic and sponsorship for QuantStrategy.

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Authors

The writers behind this newsletter.

  • Thomas Osowski

    Personal Writing on Quantitative Investing, Portfolio Construction and markets methods. Views are my own. Reach me: [email protected].

  • Felix Haase

    Economist with a passion for financial markets and their statistical modeling

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