rosen_schooling_model#

  • Series: lecture-python-advanced.myst

  • File: lectures/rosen_schooling_model.md

  • Audit date: 2026-05-28

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

  • Overall score: 7.4 / 10

  • Priority: LOW

Score breakdown#

Category

Score

One-line note

Writing

8.5/10

Clean sentence-case subheadings; mostly one-sentence paragraphs.

Math

7.5/10

Mostly clean; “k+1 x 1” dimensions written in prose without math.

Code

8/10

Unicode Greek used (6 occurrences, no spelled); install cell with hide-output.

JAX

N/A

not a JAX lecture

Figures

7/10

2 figsize=; no :name: fields.

References

8/10

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

Links

8/10

1 {doc} reference; no raw cross-series URLs.

Admonitions

N/A

no exercises, solutions, or proof-family directives.

Issues#

Critical#

None found.

High severity#

None found.

Medium severity#

None found.

Low severity#

  • [qe-math-001] — Plain-text “k+1 x 1 matrix” and “k_1 x k+1 matrix” (L110-111) mix narrative with bare LaTeX symbols; should be rendered inside $...$.

  • [qe-writing-006] — Sub-subheadings such as “### Preferences”, “### Technology”, “### Information” — fine; no violation.

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

Strengths#

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

  • \mathbb{E} used for expectation (qe-math-010, proposed) at L75.

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

  • One-sentence paragraph rule largely respected (qe-writing-001).

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

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