lucas_asset_pricing_dles#

  • Series: lecture-python-advanced.myst

  • File: lectures/lucas_asset_pricing_dles.md

  • Audit date: 2026-05-28

  • Categories audited: writing, math, code, figures, references, links, admonitions

  • Overall score: 6.0 / 10

  • Priority: MEDIUM

Score breakdown#

Category

Score

One-line note

Writing

7/10

Sentence-case headings; in-code comments use Title Case.

Math

4/10

Systemic use of \begin{array} for matrices; primes used as transpose throughout.

Code

8/10

Unicode Greek used (3 occurrences); install cell with hide-output.

JAX

N/A

not a JAX lecture

Figures

7/10

No figsize=; no :name: fields.

References

7/10

3 {cite} used; one narrative author ref.

Links

8/10

2 {doc} references; no raw cross-series URLs.

Admonitions

N/A

no exercises, solutions, or proof-family directives.

Issues#

Critical#

None found.

High severity#

  • [qe-math-003] — Every matrix written with \begin{array}{ccc}...\end{array} inside \left[...\right] instead of \begin{bmatrix}. Example: lectures/lucas_asset_pricing_dles.md:89-93, :99-109, :113-117, :121-125, :129-133. Count: ~7 occurrences.

  • [qe-math-002] — Prime ' used as transpose throughout the math. Example: lectures/lucas_asset_pricing_dles.md:132, :141, :147, :151, :157. Count: ~12 occurrences.

Medium severity#

None found.

Low severity#

  • [qe-writing-006] — Markdown comment-style “panel” headings (L220, L239, L268, L285) inside code cells are Title Case (“Left panel of Fig 7.12.2 from p.148 of HS2013”); preference-level.

  • [qe-writing-001] — Multi-sentence paragraphs in places, e.g. L233-236.

  • [qe-fig-005] — Figures lack :name: fig-... fields.

Strengths#

  • \mathbb{E} used for expectation (qe-math-010, proposed) at L63.

  • Title in Title Case (qe-writing-006), sub-headings in sentence case.

  • No \tag, no align inside $$.

  • Unicode Greek in code (qe-code-002).

  • Install cell at top with hide-output (qe-code-003).