mccall_fitted_vfi#

  • Series: lecture-dp

  • File: lectures/mccall_fitted_vfi.md

  • Audit date: 2026-05-28

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

  • Overall score: 8.3 / 10

  • Priority: LOW

Score breakdown#

Category

Score

One-line note

Writing

9/10

Sentence-case headings; mostly one-sentence paragraphs.

Math

8/10

Two \mathbf v bold-vector usages; otherwise clean.

Code

7/10

Unicode Greek; pip install at top; PEP8; figsize 5×.

JAX

out of scope

uses JAX, but JAX rules out of scope.

Figures

6/10

Two ax.set_title(...) calls (one f-string); figsize 5×; lowercase labels.

References

10/10

Single {cite} parenthetical.

Links

9/10

{doc} used 6×; no raw cross-series URLs.

Admonitions

9/10

Two {exercise} + solution-start with :label: and dropdown.

Issues#

Critical#

None found.

High severity#

None found.

Medium severity#

  • [qe-math-004] — \mathbf v used to denote a value-function array. Lines: 187, 188.

  • [qe-fig-003] — Two embedded ax.set_title(...) (one f-string). Lines: 782, 867.

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

Low severity#

  • [qe-writing-001] — A couple of multi-sentence paragraphs (e.g. 52-57, 64-67).

Strengths#

  • Lecture title correctly Title Case.

  • All H2/H3 sentence case.

  • “IID” correctly capitalised.

  • Equation labels and {eq} references used cleanly.

  • No transpose violations; no align issues; no \tag.

  • pip install at top; Unicode Greek in code.

  • {doc} used for cross-series; no raw URLs.

  • Exercises use {exercise} + solution-start/solution-end with dropdown.