Distribution of sample mean and sample variance; t, chi-squared and F distributions; summarizing data by statistics and graphs; estimation theory for single samples: sufficiency, efficiency, consistency, method of moments, maximum likelihood; hypothesis testing: likelihood ratio test; confidence intervals.

Prerequisites: PSTAT 120A with a grade of C or better.

4

Units

Optional

Grading

1, 2

Passtime

None

Level Limit

Letters and science

College
Unlocks CMPSC 225 PSTAT 140 ECE 205 PSTAT 123 PSTAT 262DD PSTAT 262DM
These majors only finms stsds actsc stsap stats amath math cmpsc cptcs cmpen
NATIDO A
Amos Natido
4.1
8 reviews
AI predicted, based on past grading trends of the course and instructor, class info, and 127 other factors
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14:00 PM - 14:50 PM
25 / 25 Full

ILP 4205
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13:00 PM - 13:50 PM
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ILP 4207
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ILP 4211
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11:00 AM - 11:50 AM
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ILP 3316
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12:00 PM - 12:50 PM
25 / 25 Full

ILP 3314
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15:00 PM - 15:50 PM
25 / 25 Full

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Fall 2026 . Natido A
CHEM 1171
M W
14:00 PM - 15:15 PM
Fall 2026 . Natido A
ILP 2101
M W
17:00 PM - 18:15 PM
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PSTAT 120B Jammalamadaka Winter 2026 Total: 111
PSTAT 120B Qu P Winter 2026 Total: 149
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8
4.1
pstat10 . Natido A 4 Months Ago

Professor Natido is great. Plan to take again.

0 helpful 0 unhelpful
pstat10 . Natido A 4 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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pstat10 . Natido A 5 Months Ago

Overall awesome! He asks questions to the students about how to better the lecture/material. It felt good to come back from exams and be able to talk to the professor about how to potentially improve the performance for the next exam. Go to lecture!! You get extra credit just for being there on the exams and also do hw for extra credit!

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pstat10 . Natido A 5 Months Ago

He is a good professor. Exams initially did not allow CheatSheets, but after student input, one-sided CheatSheet was permitted. He also offers generous extra credit through lecture participation and homework, which is directly added to exams. Lectures are not necessary. Slides posted on Canvas are sufficient for self-study.

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pstat10 . Natido A 5 Months Ago

The class as a whole was pretty easy with him. The lectures aren't super helpful and 90 percent of your grade is two midterms and the final. That being said the exams were super similar to the study guides and HW/Labs and were mostly multiple choice. He was very generous with extra credit giving lots of points on exams.

0 helpful 0 unhelpful
pstat10 . Natido A 5 Months Ago

Class was fine with a lot of extra credit. Do not appreciate grading because he doesn't give B+'s which screwed over my GPA.

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