gorman_heterogeneous_households#

  • Series: lecture-python-advanced.myst

  • File: lectures/gorman_heterogeneous_households.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

7/10

Title in Title Case (trailing space); one H2 violates sentence case; “i.i.d.” in narrative.

Math

7/10

\mathbb{E} used; \begin{bmatrix} used; no transpose ^T for matrices.

Code

7/10

Mixed unicode/spelled Greek (9 spelled vs 13 unicode); install cell with hide-output.

JAX

N/A

not a JAX lecture

Figures

8/10

Modern lecture with mystnb captions and name: fields; 5 figsize=.

References

9/10

14 {cite} and 14 {cite:t} used appropriately.

Links

9/10

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-writing-006] — H2 “Dynamic, Stochastic Economy” (L308) uses Title Case for “Stochastic” — should be sentence case (“Dynamic, stochastic economy”). Count: 1 occurrence.

  • [qe-writing-009 (proposed)] — “i.i.d.” used in text instead of “IID”. Example: lectures/gorman_heterogeneous_households.md:326, :1329, :1510, :1525, :1555. Count: 5 occurrences.

Low severity#

  • [qe-writing-006] — Title “Gorman Aggregation “ has a trailing space (L26).

  • [qe-writing-001] — Several longer paragraphs in the dense expository sections (e.g. L72, L78-80).

  • Three ^T occurrences (L1050, L1056, L1059) are time horizons, not transpose — no qe-math-002 violation.

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

Strengths#

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

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

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

  • Subheadings (other than the one flagged) in sentence case (qe-writing-006).

  • Modern figure styling with mystnb captions, name: and :label: (qe-fig-005).

  • Heavy correct {cite:t} use (qe-ref-001).

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