eigen_II#

  • Series: lecture-python-intro

  • File: lectures/eigen_II.md

  • Audit date: 2026-05-28

  • Categories audited: writing, math, code, figures, references, links, admonitions (JAX out of scope)

  • Overall score: 8.4 / 10

  • Priority: LOW

Score breakdown#

Category

Score

One-line note

Writing

9/10

H1 Title Case, H2/H3 sentence case; “Perron-Frobenius theorem” / proper nouns OK.

Math

8/10

\top for transpose consistently; bmatrix; \mathbb{N} used as set of naturals.

Code

9/10

!pip install quantecon at top with :tags: [hide-output] (qe-code-003 OK); standard imports otherwise.

JAX

out of scope

—

Figures

N/A

no matplotlib usage in this lecture

References

7/10

{cite} used; line 443 “proven in {cite}`sargent2023economic`” is in-text and should be {cite:t}.

Links

N/A

no cross-series links

Admonitions

9/10

{prf:theorem} × 4 used (qe-admon-004 OK); 1 solution gated, dropdown, linked.

Issues#

Critical#

None found.

High severity#

None found.

Medium severity#

  • [qe-ref-001] — In-text citation should use {cite:t}. Example: lectures/eigen_II.md:443 (“This is proven in {cite}`sargent2023economic`”). Count: 1 occurrence.

Low severity#

  • W1 — A few short two-sentence paragraphs (e.g. lines 27–29).

Strengths#

  • Transpose ^\top used consistently (M2 OK).

  • Headings sentence case (W3 OK), proper nouns retained.

  • Equation labels and {ref} cross-references used.

  • bmatrix throughout.

  • Bold for definitions (“nonnegative”, “dominant eigenvalue”).

  • {prf:theorem} for named theorems (qe-admon-004 OK).

  • quantecon install at top with hide-output (qe-code-003 OK).