Implementing a Multi-Strategy Portfolio End-to-End

  • Luigi Piva, CQF
  • July 13, 2026
  • 11 min read

The math is the easy part. The operational discipline is where multi-strategy portfolios live or die. From notebook to live capital The previous two posts in this series argued for multi-strategy investing on mathematical grounds and walked through the allocation methods. This post is about everything that happens between “I have N candidate strategies and […]

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A Practitioner’s Guide to Strategy Allocation Methods

  • Luigi Piva, CQF
  • June 29, 2026
  • 11 min read

Theory says mean-variance. Practice says inverse volatility. The truth is in between, and the choice matters. Four methods, one decision Given a set of N candidate strategies, you must decide how much capital to allocate to each. This is the central operational problem of multi-strategy investing, and there are essentially four families of answers, with […]

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The Case for Multi-Strategy Systematic Investing

  • Luigi Piva, CQF
  • June 25, 2026
  • 9 min read

Better strategies compound linearly. More strategies compound roughly with the square root. The math is decisive. The mistake most quants spend years making Most quantitative researchers begin their careers chasing a Better Strategy. The premise is intuitive: more skill, more research, more iteration, eventually produces a superior alpha source. The Sharpe ratio goes up. The […]

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From DSR to Decision: Operationalizing Statistical Skepticism

  • Luigi Piva, CQF
  • June 4, 2026
  • 12 min read

A Deflated Sharpe Ratio is not an allocation decision. Here is how to turn it into one. A number is not an action The previous post in this series walked through the math and the honest implementation of the Deflated Sharpe Ratio. We ended with a number — a calibrated probability between 0 and 1 […]

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The Deflated Sharpe Ratio, Honestly Implemented

  • Luigi Piva, CQF
  • May 30, 2026
  • 13 min read

The formula is twenty lines of Python. What kills you is the inputs. Why a raw Sharpe Ratio is a lie of omission Every quantitative trader has computed a Sharpe ratio. Most have published one to an audience — an allocator, a risk committee, a partner, a tweet thread. The Sharpe is intuitive, comparable across […]

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From Composite Scores to a Live Portfolio

  • Luigi Piva, CQF
  • May 26, 2026
  • 11 min read

Allocation under real constraints, multi-scenario evaluation, and the monitoring discipline that keeps the portfolio honest after launch. The gap between a score and a portfolio The composite score from the previous post tells you, for each strategy in your universe, the probability that its edge is real. It does not tell you how many contracts […]

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