survival_recursive_preferences#

  • Series: lecture-python.myst

  • File: lectures/survival_recursive_preferences.md

  • Audit date: 2026-05-28

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

  • Overall score: 9.3 / 10

  • Priority: NONE

Score breakdown#

Category

Score

One-line note

Writing

10/10

No writing issues.

Math

10/10

No math issues.

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

7.5/10

figsize= set in 8 places — usually unnecessary.

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#

  • [qe-fig-003] — ax.set_title() / fig.suptitle() used 6 times outside exercise blocks. Examples: line 762, line 869, line 1127.

Medium severity#

  • [qe-code-002] — Spelled-out Greek (alpha/beta/etc.) used predominantly in code; mixed with unicode forms (word=16, uni=13).

Low severity#

  • [qe-fig-001] — figsize= set in 8 places — usually unnecessary.

Strengths#

  • Headings use sentence case consistently.

  • Uses “IID” or no IID terminology.

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

  • No bold vectors/matrices.

  • Normal distribution written as plain N.

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

  • Solutions use :class: dropdown consistently.

  • Axis labels lowercase.

  • Figures use descriptive name: fields for cross-referencing.