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Portfolio Theory and Quantitative Investment / Practitioner Equity Portfolio Management

Practitioner Equity Portfolio Management — Overview

The gap between knowing that a stock is mispriced and actually delivering alpha net of costs, factor exposures, and drawdown risk is where most fundamental managers fail. This topic covers the practitioner toolkit for closing that gap: the full pipeline from investment thesis to live position, the taxonomy of systematic risk factors that explain most of what looks like alpha, the heuristics for sizing positions under real-world constraints, the risk management framework that keeps factor exposures from overwhelming stock-specific returns, and the analytic tools for understanding whether past performance reflects skill or luck.

The lessons draw on Paleologo's Advanced Portfolio Management (2021), which grounds each concept in the institutional realities of multi-PM equity hedge funds. The perspective is that of a fundamental long-short portfolio manager working within a factor-model risk framework — a setting where CAPM and APT theory meets daily portfolio decisions.

In this lesson

  1. Contents
  2. Prerequisites

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