hansen_singleton_1982#

  • Series: lecture-python.myst

  • File: lectures/hansen_singleton_1982.md

  • Audit date: 2026-05-28

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

  • Overall score: 9.4 / 10

  • Priority: NONE

Score breakdown#

Category

Score

One-line note

Writing

9.5/10

Uses “i.i.d.” or “iid” in text rather than “IID”.

Math

9/10

Bare E[...] or \Pr(...) used instead of \mathbb{E}, \mathbb{P}.

Code

8.5/10

Spelled-out Greek (alpha/beta/etc.) used predominantly in code; mixed with unicode forms…

JAX

out of scope

not a JAX lecture

Figures

10/10

figsize= set in 1 place(s).

References

9/10

Citation style follows conventions.

Links

10/10

Link style follows conventions.

Admonitions

10/10

Exercise/solution structure clean.

Issues#

Critical#

None found.

High severity#

None found.

Medium severity#

  • [qe-math-010 (proposed)] — Bare E[...] or \Pr(...) used instead of \mathbb{E}, \mathbb{P}. Examples: line 260. Count: 4.

  • [qe-code-002] — Spelled-out Greek (alpha/beta/etc.) used predominantly in code; mixed with unicode forms (word=5, uni=4).

Low severity#

  • [qe-writing-009 (proposed)] — Uses “i.i.d.” or “iid” in text rather than “IID”. Example: line 756.

  • [qe-fig-001] — figsize= set in 1 place(s).

Strengths#

  • Headings use sentence case consistently.

  • Transpose notation uses \top consistently (no prime/^T).

  • No bold vectors/matrices.

  • Normal distribution written as plain N.

  • aligned (not align) used in $$ math.

  • No ax.set_title() in main figures.

  • Axis labels lowercase.

  • Cross-series links use {doc} intersphinx form.