calvo#

  • Series: lecture-python-advanced.myst

  • File: lectures/calvo.md

  • Audit date: 2026-05-28

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

  • Overall score: 7.6 / 10

  • Priority: LOW

Score breakdown#

Category

Score

One-line note

Writing

9/10

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

Math

8/10

Few transpose primes; otherwise clean.

Code

7/10

Mixed unicode/spelled Greek; 2 install cells with hide-output.

JAX

N/A

not a JAX lecture

Figures

7/10

2 ax.set_title calls; 5 figsize=; no :name: fields.

References

8/10

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

Links

6/10

Several raw python-intro.quantecon.org URLs alongside heavy {doc} use.

Admonitions

N/A

no exercises, solutions, or proof-family directives.

Issues#

Critical#

None found.

High severity#

None found.

Medium severity#

  • [qe-link-002] — Multiple raw python-intro.quantecon.org/lqcontrol.html and markov_perf.html URLs. Example: lectures/calvo.md:67, :193, :288, :765. Count: 4 occurrences.

  • [qe-fig-003] — ax.set_title used in 2 cells.

Low severity#

  • [qe-math-002] — A handful of primes used as transpose. Count: ~7 occurrences (most primes here are next-period notation).

  • [qe-writing-005] — **time inconsistency**, **Ramsey plan**, **machine learning** bold-as-keyword use is borderline definitional.

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

  • [qe-fig-001] — 5 figsize= settings.

  • [qe-code-002] — Mixed unicode/spelled Greek in code (15 spelled vs 11 unicode).

Strengths#

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

  • Sentence-case section headings (qe-writing-006) — e.g. “Model components”, “Friedman’s optimal rate of deflation”.

  • \begin{bmatrix} used; no array or pmatrix violations.

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

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

  • Heavy {doc} cross-series linking (9 occurrences).

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