Stationary and non-stationary models, seasonal time series, ARMA models: calculation of ACF, PACF, mean and ACF estimation. Barlett's formula, model estimation: Yule-Walker estimates, ML method. identification techniques, diagnostic checking forecasting, spectral analysis, the periodogram. Current software and applications.

Prerequisites: PSTAT 10 and PSTAT 120B both with a minimum grade of C or better.

4

Units

Optional

Grading

1, 2

Passtime

None

Level Limit

Letters and science

College
These majors only finms stsds actsc stsap stats
NATIDO A
Amos Natido
4.3
12 reviews
AI predicted, based on past grading trends of the course and instructor, class info, and 127 other factors
PHELP1525
W
09:00 AM - 09:50 AM
0 / 20
PHELP1513
W
10:00 AM - 10:50 AM
0 / 20
PHELP1525
W
11:00 AM - 11:50 AM
0 / 20
PHELP1525
W
12:00 PM - 12:50 PM
0 / 20
PHELP1525
W
13:00 PM - 13:50 PM
0 / 20
PHELP1525
W
14:00 PM - 14:50 PM
0 / 20
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Winter 2024 . Tan Ying
PSYCH1924
M W
11:00 AM - 12:15 PM
Spring 2024 . Ichiba T
PSYCH1924
T R
12:30 PM - 13:45 PM
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PSTAT 174 Tan Ying Fall 2025 Total: 97
PSTAT 174 Ichiba T Winter 2025 Total: 89
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12
4.3
PSTAT120B . Natido A 4 Months Ago

not transparent about grades and puts everything in the last minute without emailing students about finalized grades. ended week 10 AND grade submissions on GOLD with several assignments ungraded still. did not respond to emails.

0 helpful 0 unhelpful
PSTAT120B . Natido A 4 Months Ago

BEST pstat professor. Very generous on extra credit for midterm and finals(about 20% so u can score 120% possibly). Course itself is pretty challenging but he actually tests your understanding of the materials rather than trick you. Very friendly and accessible outside of class. I know multiple students got 105%+ in the end of the quarter

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PSTAT120B . Natido A 4 Months Ago

By far the best PSTAT prof, took for 10 and 120b, explains what are on lectures also gives out hints in review sections on what to review and what topics are most likely to be on the exams. Did not perform the best in 120b although that was completely my fault. Would 100% choose him for any future classes.

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PSTAT120B . Natido A 4 Months Ago

Love Natido. Lectures are kinda confusing and lecturing style is slightly disorganized. Nonetheless, his grading criteria is extremely clear. Lists exam topics and there is lots ec from attendance and bonus problems. For ex, i got a raw score of 64 on the midterm, bumped up to 85. He wants you to succeed and its certainly doable in this course!

0 helpful 0 unhelpful
pstat10 . Natido A 8 Months Ago

Professor Natido is great. Plan to take again.

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pstat10 . Natido A 8 Months Ago

chill, witty guy. Accent is a little hard to understand but his lectures are very straight-forward and non-confusing. About 5 homework assignments, 3 exams total. Exams are VERY similar to the homework and he is always willing to help. Tons of curve and extra cred too. Great guy and class!

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