irfs_in_hall_model#

  • Series: lecture-python-advanced.myst

  • File: lectures/irfs_in_hall_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

8/10

Mostly one-sentence paragraphs; sentence-case headings used correctly.

Math

6/10

\begin{array} once, prime as transpose once.

Code

7/10

Mixed unicode/spelled Greek (2 spelled vs 3 unicode); install cell with hide-output.

JAX

N/A

not a JAX lecture

Figures

8/10

No ax.set_title; no figsize=; no :name: fields.

References

8/10

2 {cite} used; never {cite:t} despite “Hall (1978)” narrative ref.

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#

  • [qe-math-003] — Initial-condition vector uses \begin{array}{ccccc} rather than \begin{bmatrix}. Example: lectures/irfs_in_hall_model.md:77-80. Count: 1 occurrence.

  • [qe-math-002] — Prime ' used as transpose on the same row vector. Example: lectures/irfs_in_hall_model.md:80. Count: 1 occurrence.

  • [qe-ref-001] — Narrative “Hall (1978)” + {cite} pattern should use {cite:t}. Count: 2 occurrences.

Low severity#

  • [qe-writing-001] — A couple of two-sentence paragraphs could be split, e.g. L118-119.

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

Strengths#

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

  • Section headings in sentence case (qe-writing-006).

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

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