An introduction to the Bayesian approach to statistical inference, its theoretical foundations and comparison to classical methods. Topics include parameter estimation, testing, prediction and computational methods (Markov Chain Monte Carlo simulation). Emphasis on concepts, methods and data analysis. Extensive use of the R programming language and examples from the social, biological and physical sciences to illustrate concepts.

Prerequisites: PSTAT 126 with a minimum grade of C.

4

Units

Optional

Grading

1, 2

Passtime

None

Level Limit

Letters and science

College
These majors only finms actsc stsds stsap stats
WAINWRIGHT B
Brian Wainwright
3.1
110 reviews
SSMS 1303
R
14:00 PM - 14:50 PM
27 / 30

ILP 3316
R
15:00 PM - 15:50 PM
23 / 30

ILP 3211
R
16:00 PM - 16:50 PM
27 / 30

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Spring 2024 . Wainwright B
HSSB 1174
M W
12:30 PM - 13:45 PM
Winter 2024 . Franks A
BUCHN1930
M W
12:30 PM - 13:45 PM
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PSTAT 115 Wainwright B Spring 2024 Total: 74
PSTAT 115 Wainwright B Fall 2021 Total: 80
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110
3.1
PSTAT115 . Wainwright B 2 Years Ago

great professor

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PSTAT115 . Wainwright B 3 Years Ago

Brian was an okay instructor. The material is fairly complicated and he was able to break it down somewhat simply. 50% of your grade is final and midterm. Four HWs were challenging and you could work on them with a partner. Midterm was incredibly difficult and the final was take home and much fairer.

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PSTAT120a . Wainwright B 27 Days Ago

Lectures were very informative but there definitely wasn't enough time which is why I recommend doing practice problems from the textbook. To study for exams, I would recommend doing practice problems instead of just doing the homework and attending lectures/section.

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PSTAT120a . Wainwright B 28 Days Ago

His lectures are useless. Half the grade is free, midterm and final are hard.

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PSTAT120a . Wainwright B A Month Ago

Prof Wainwright is a great guy, and his class was really interesting. Took 120A as an elective, and it was fairly hard, but if you keep up with TA material and study with his resources (and CLAS) you will do fine. He helped me out when I had a scheduling conflict and really does care about student success. You will be extremely prepared for 120B!

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PSTAT120a . Wainwright B A Month Ago

Very good professor. HW is slightly challenging, but is 50 percent of grade and is based on completion which is great. Both the midterm and the final are very fair, as long as you understand the material. The only slight downside is that his lectures are slightly boring. Also, the PSTAT CLAS 120A made my Jeremy Li is incredibly helpful.

1 helpful 0 unhelpful
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PSTAT 120C
12 / 25 Enrolled
Probability and Statistics
T
15:00 PM - 15:50 PM
45.8% A
PSTAT 120B
123 / 125 Enrolled
Probability and Statistics
Uma Ravat 2.3
W F
14:00 PM - 15:15 PM
40.0% A
PSTAT 120B
125 / 125 Full
Probability and Statistics
Uma Ravat 2.3
W F
12:30 PM - 13:45 PM
40.0% A
PSTAT 120A
207 / 225 Enrolled
Probability and Statistics
Brian Wainwright 3.1
M W
14:00 PM - 15:15 PM
30.9% A
PSTAT 120A
151 / 150 Full
Probability and Statistics
Katie Coburn 3.4
T R
17:00 PM - 18:15 PM
30.9% A
PSTAT 120C
44 / 75 Enrolled
Probability and Statistics
Mengyang Michael Gu 3.8
M W
12:30 PM - 13:45 PM
45.8% A