ECON 442A
Econometric Python Laboratory
Grades
3.32
Average grade awarded in ECON 442A. Not a student rating: this is what the grades were.
In the A range
48%
of the 501 letter grades
D, F or W
2.0%
of every letter grade awarded, plus withdrawals
Taken pass/no pass
-
the registrar has this letter grade only this term
The registrar's own records: 501 grades over 6 terms, Fall 2021 to Fall 2025. Every instructor is pooled here.
What is inside that record
No summer session is in that record.
The table below splits them, and term averages across those 6 terms ran 3.09 to 3.80.
Historical grades for all professors, across recorded terms. The course summary above includes all professors.
- A+ 62 · 12.4%
- A 73 · 14.6%
- A- 105 · 21.0%
- B+ 99 · 19.8%
- B 68 · 13.6%
- B- 48 · 9.6%
- C+ 19 · 3.8%
- C 12 · 2.4%
- C- 5 · 1.0%
- F 10 · 2.0%
- I 3 of 504
Percentages are of the 501 letter grades. Grey bars are non-letter outcomes: incompletes (I).
How the non-letter outcomes are counted
They are excluded from the GPA entirely rather than scored, because counting a P as a 4.0 would be a fabrication.
By instructor
| Instructor | Predicted GPA | Raw | n | Terms | A range | Workload | Winter 2027 |
|---|---|---|---|---|---|---|---|
| KUNZ, NATHAN ROBERT reviews ↗ | 3.29 | 3.29 | 471 | 5 | 45% | - | not teaching it |
| BORGHESE, SAMUEL RICHARD reviews ↗ | 3.63 | 3.80 | 30 | 1 | 93% | - | not teaching it |
Why Predicted is not the Raw average
“Predicted” is shrunk toward the course average, which is itself shrunk toward the department, so an instructor with a handful of students sits near the course mean rather than topping the list.
Grade records describe outcomes. For what a course is like to take, read student reviews written on dibs below or follow the separate external review link.
Workload and assignments
Work types reported in BruinWalk reviews of this course, across recorded instructors and terms. They may differ from this term's syllabus.
dibs has not read this course’s reviews, so it cannot say what kind of work it sets. That is dibs not having looked. It is not a course without papers or exams, and the reviews linked below are the answer until dibs catches up.
In Winters
Has not run in Winter in the 4 Winters dibs holds records for, back to Fall 2021. That is 4 years of grade records rather than the course catalog, so it says what has happened and not what the department will do next.
From the terms dibs holds, which start in Fall 2021 and exclude summer. A department can run a course in a quarter it never has before.
From the registrar's catalog
Laboratory, three hours. Limited to Master of Quantitative Economics students. Simulates tasks of financial researcher by encouraging creative approaches to interest rate monitoring, finding leading indicators, and portfolio construction. Students locate and clean financial datasets, then conduct experiments running significance tests throughout data pipeline. Coursework includes many open questions that offer students opportunities to take novel approaches and investigate forecasting with basket of procedures. Letter grading.
Sections in Winter 2027
From the people who took it
Student reviews
What taking ECON 442A was like: the work, the teaching, and what students wish they’d known.
Your experience could be the first.
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External reviews are separate and do not count toward the dibs rating.