dyn_stack#

  • Series: lecture-python-advanced.myst

  • File: lectures/dyn_stack.md

  • Audit date: 2026-05-28

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

  • Overall score: 6.4 / 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

Primes used systematically as transpose.

Code

6/10

5 spelled Greek; 2 quantecon imports; install cell with hide-output.

JAX

N/A

not a JAX lecture

Figures

5/10

3 ax.set_title calls; 3 figsize=; no :name: fields.

References

7/10

2 {cite} used; narrative refs would benefit from {cite:t} or {doc}.

Links

6/10

Two raw python.quantecon.org URLs (L42, L1411).

Admonitions

N/A

no exercises, solutions, or proof-family directives.

Issues#

Critical#

None found.

High severity#

  • [qe-math-002] — Prime ' used as transpose throughout. Example: \check y_t' = ..., v(y_t) = - y_t' P y_t. Count: ~19 occurrences.

  • [qe-fig-003] — ax.set_title used in 3 cells.

Medium severity#

  • [qe-link-002] — Raw cross-series URLs (python.quantecon.org/lagrangian_lqdp.html, markov_perf.html). Example: lectures/dyn_stack.md:42, :1411. Count: 2 occurrences.

Low severity#

  • [qe-writing-005] — **Stackelberg leader**, **Stackelberg follower** borderline definitional bold.

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

  • [qe-fig-001] — 3 figsize= settings.

  • [qe-code-002] — Spelled-out Greek in code parameters.

Strengths#

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

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

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

  • Sequences in curly brackets (qe-math-005).

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