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Determinants as Volume, and Cramer's Rule

A two-factor hedge uses independent exposure vectors to span the target risk. The determinant measures the area or volume those vectors span in their chosen units; Cramer's rule expresses exact holdings as ratios of such volumes. This note derives the product and inverse rules and shows a small exposure solve. For larger systems, LU factorisation solves directly without computing a separate determinant for each holding.
Learning objectives. By the end of this note you should be able to:
  • interpret ∣det⁡A∣|\det A| as a volume and explain why det⁡A=0\det A=0 means the spanning vectors are degenerate;
  • state the product rule, derive the inverse rule from it, and prove transpose invariance using the permutation formula;
  • apply Cramer's rule to solve a small system;
  • explain why Cramer's rule, despite its elegance, is not the practical method.

In this lesson

  1. Determinant as volume
  2. The multiplicative property
  3. Cramer's rule

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