lqramsey#

  • Series: lecture-python-advanced.myst

  • File: lectures/lqramsey.md

  • Audit date: 2026-05-28

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

  • Overall score: 6.6 / 10

  • Priority: MEDIUM

Score breakdown#

Category

Score

One-line note

Writing

8/10

Title in Title Case; sentence-case headings; mostly one-sentence paragraphs.

Math

5/10

Mixed E_t and \mathbb{E}_t; primes used as transpose.

Code

7/10

Mixed unicode/spelled Greek; install cell with hide-output.

JAX

N/A

not a JAX lecture

Figures

7/10

2 figsize=; 3 {only} latex directives for PDF compat.

References

8/10

4 {cite} used; never {cite:t}.

Links

8/10

No raw cross-series URLs.

Admonitions

7/10

1 gated exercise and 1 solution with :class: dropdown.

Issues#

Critical#

None found.

High severity#

  • [qe-math-010 (proposed)] — Bare E_t mixed with \mathbb{E}_t. Example: lectures/lqramsey.md:497, :505, :547, :555, :562, :568. Count: 10 occurrences (vs 14 correct).

Medium severity#

  • [qe-math-002] — Prime ' used as transpose. Example: Q = H + \beta A' Q A, v = \text{trace}(C' Q C) \beta / (1 - \beta). Count: ~7 occurrences.

Low severity#

  • [qe-writing-001] — Some longer paragraphs in the model description sections.

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

  • [qe-code-002] — Mixed unicode/spelled Greek in code.

Strengths#

  • Title in Title Case (qe-writing-006).

  • Subheadings sentence case (qe-writing-006).

  • \begin{bmatrix} used (qe-math-003).

  • Equation labels and {eq} references (qe-math-007).

  • Exercise gated; solution has :class: dropdown (qe-admon-001, qe-admon-002).

  • Use of {only} latex for PDF compatibility (qe-fig-010).

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