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STATS 412 · Lec 80

Advanced Regression and Predictive Modeling

Fall 2026Wu, G.4 units

dibs reads this section's seats hourly, like everything else, but it does not send alerts for graduate courses yet.

Seats, time, final and grades

Seats

Open, 19 seats left.

10 of 30 enrolled, lecture and all discussions summed.

Subtract those two and the lecture has 20 places in it. The 19 seats above are what is open in the discussions, and you enroll in a discussion, so that is the figure that decides whether you get in.

Meets

R 6:00pm-8:50pm

Lecture only. You also attend a discussion, listed below.

Final

Thu 10 Dec, 6:30pm to 9:30pm

One exam for the whole class, Los Angeles time.

Read 10 days ago.

Grades

3.65
predicted, this instructor · 78 grades

78 letter grades, Wu, G..

Read 28 minutes ago. This is a recent reading, not a live seat count.

dibs has seen this section open 4 times since 18 August. The last time was 2 September. 4 of those were readings where the capacity figure moved and the enrolled count did not, so dibs could not tell whether a seat existed and did not send an alert.

Enroll on the registrar (opens in a new tab)

Put this class on a board

A board is one quarter you are drafting, so it needs an account to live in. Signing in brings you straight back to this page, with this class still in front of you.

Before you can enroll

Registrar's Restrictions cell, read 10 days ago: "Masters of Applied Statistics and Data Science Majors".

From the registrar

For Statistics 10 through 186, enrolling on the wait list does not guarantee enrollment in the course. A place on the wait list only offers a chance to add the course if enrolled students drop the course.

Restrictions read 10 days ago. dibs re-reads these slowly because they rarely change, and it does not sweep graduate courses at all, so this one has no faster cadence to move to. Check the registrar.

Discussions

You enroll in the discussion, not the lecture, so the seat figure above is the sum across all of them and can read open while every discussion you could actually join is full.

1 discussion, all open.

  • Dis 80A

    R 5:00pm-5:50pm

    Chandy, M.

    Open, 19 seats left.

When it meets

Mon
Tue
Wed
Thu
Fri
6am
7am
8am
9am
10am
11am
12pm
1pm
2pm
3pm
4pm
5pm
6pm
7pm
8pm
9pm
10pm

Meets: R 6:00pm-8:50pm

Discussions: R 5:00pm-5:50pm

Mathematical Sciences 6229

Grades

3.65
predicted, this instructor · 78 grades
A range
72%
P/NP
-
letter grade only
D/F/W
1.3%

Full grade history for STATS 412

What students say

dibs measures outcomes: grades, seats, how fast it fills. For what the class is actually like to sit in, BruinWalk has the reviews.

Workload, very heavy. 1.0 of 5 for Guani Wu, where 5 is lightest. Read 30 days ago.

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.

STATS 412 reviews for Guani Wu Reviews for all professors of STATS 412

Will it still be here

Not a question any more: see the notice at the top of this page.

Final enrollment per term from four years of grade data. Summer excluded: different population, different pass structure.

  • 2921F
  • 1723W
  • 2223F
  • 1024F
Enrollment by term: 21F 29, 23W 17, 23F 22, 24F 10

Peak 29 · most recent 24F at 10

Seats over time

Filled by 10 over about 1 month

4 times reopened
10 of 30 · 19 left in its discussions
18 Aug 18:409 Sep 19:461 Oct 20:52
dibs read 168 of the 521 hours its hourly record covers, 32%, and did not look in 353. dibs had no hourly record before 10 Sep, which is the other 538 of 1059 plotted.10 of 30 enrolled at the newest reading, 28 minutes ago, with 19 left in its discussions. Seats from 18 Aug 18:40 to 1 Oct 20:52, 0 to 10. dibs read 168 of the 521 hours its hourly record here covers, 32%. An hour marked as read confirms a check, not continuous monitoring. That check recorded no change; changes between checks may be missed. For 353 hours dibs was keeping a record and did not reach this section. Nothing before 10 September at 04:00, where this section's record starts, has a read either way, which is 538 hours of this window. Where the drawing is faint or broken, that never means the readings are doubtful. It means the stretch between them is unaccounted for.

A dot is a reading where something moved: the seat count, the status, or the waitlist. Flat between dots joins recorded counts; changes between reads may be missed. The line starts when dibs first saw this section rather than reaching back before it existed. The last one is the last time dibs read this section, moved or not: 28 minutes ago.

Show the readings (40)
Recorded Enrolled Capacity Status Waitlist Hours read
1 Oct 20:52 10 30 open - 14 of 41
30 Sep 04:12 10 30 open - 2 of 6
29 Sep 23:42 8 30 open - 2 of 4
29 Sep 20:12 9 30 open - 13 of 43
28 Sep 02:12 8 30 open - 2 of 5
27 Sep 22:42 9 30 open - 8 of 25
26 Sep 22:22 10 30 open - 2 of 5
26 Sep 18:52 9 30 open - 3 of 7
26 Sep 12:12 10 30 open - 4 of 12
26 Sep 01:32 9 30 open - 8 of 25
25 Sep 01:12 11 30 open - 12 of 41
23 Sep 09:42 12 30 open - 5 of 15
22 Sep 19:42 11 30 open - 7 of 20
22 Sep 00:02 10 30 open - 3 of 5
21 Sep 20:32 9 30 open - 56 of 162
15 Sep 03:52 8 30 open - 2 of 4
15 Sep 00:02 7 30 open - 2 of 5
14 Sep 20:32 8 30 open - 40 of 134, 21 no hourly record
9 Sep 07:40 7 30 open - no hourly record
8 Sep 02:40 6 30 open - no hourly record
7 Sep 20:40 5 30 open - no hourly record
7 Sep 19:40 6 30 open - no hourly record
7 Sep 00:40 5 30 open - no hourly record
4 Sep 01:40 4 30 open - no hourly record
3 Sep 21:40 2 30 open - no hourly record
3 Sep 20:40 4 30 open - no hourly record
3 Sep 19:40 2 30 open - no hourly record
3 Sep 14:40 4 30 open - no hourly record
3 Sep 01:40 2 30 open - no hourly record
2 Sep 23:40 1 30 open - no hourly record
2 Sep 22:40 0 30 open - no hourly record
2 Sep 18:40 cancelled - no hourly record
2 Sep 17:40 0 30 open - no hourly record
2 Sep 16:40 1 30 open - no hourly record
2 Sep 15:40 0 30 open - no hourly record
2 Sep 13:40 cancelled - no hourly record
2 Sep 11:40 1 30 open - no hourly record
2 Sep 10:40 cancelled - no hourly record
2 Sep 09:40 0 30 open - no hourly record
18 Aug 18:40 cancelled - -
How readings and alerts work

A reading and an hourly record are different things, and most charts here hold more of the second missing than present. dibs has taken readings of a section since long before it began keeping an hour-by-hour log of when it looked, so the empty stretches are dibs saying it was not keeping that log yet, not that it looked and found nothing. That is the age of the record and not a fault.

Seat counts show the last successful read, not live availability. Refreshes can be delayed by request limits or upstream interruptions. Watched sections receive priority, but an hourly update for every section is not guaranteed.

The registrar can change a seat count between our checks. Alerts depend on dibs detecting an opening and completing delivery; a quiet watch does not prove that no seat opened. Check the registrar before enrolling.

Class chat

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