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STATS 412

Advanced Regression and Predictive Modeling

Course statistics

Predicted GPA
3.64
n = 78 · 4 terms · ± 0.057
A range
72%
of letter grades
Taken P/NP
0%
— of those passed
D / F / W
1.3%
incl. withdrawals

Sections in Fall 2026

Not offered in Fall 2026.

Enrollment history

Final enrollment per term, averaged across that term's sections. Four years deep, summer excluded. Per-section live curves are on each section page.

  • 2921F
  • 1723W
  • 2223F
  • 1024F
Enrolment by term: 21F 29, 23W 17, 23F 22, 24F 10
Peak 29 Most recent 10 in 24F 4 terms on record

Grade distribution

  • A 46 · 59.0%
  • A- 10 · 12.8%
  • B+ 9 · 11.5%
  • B 8 · 10.3%
  • B- 3 · 3.8%
  • C- 1 · 1.3%
  • F 1 · 1.3%

Grey bars are non-letter outcomes — P/NP, S/U, incompletes. 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 Raw n Terms A range
WU, GUANI 3.65 3.65 78 4 72%

“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.

By term