Hypothesis tests for means of independent samples and paired data; likelihood ratio tests; nonparametric hypothesis tests: sign, rank, and Mann-Whitney tests; chi-squared goodness-of-fit tests and contingency tables; Bayesian methods of estimating parameters and credible intervals.
4
UnitsOptional
Grading1, 2
PasstimeNone
Level LimitLetters and science
CollegeProfessor Gu's 120c is pretty worthy to take. Well I can't say it is an easy course, but there are lots of high level, even advanced statistics knowledge covered in the materials. The project is very realistic, like what you gonna do in a real experience. Also, you have plenty of chance to get extra points, which is good.
This course was taken during COVID, but his online class was not hard. There were no midterms, and the coding projects that replaced that were relatively easy. Largely, you just copied and altered his sample R code. The homework was pretty heavy but was not graded harshly. Overall, he was a nice guy and solid choice for online learning.
He was overwhelming. You will feel that too until you get your final grade. He curves the final grade insanely. People who got around 70% on the midterm and below 50% on the final got A- and B+. So don't freak out too much. He is a nice guy.
(NEVER) TAKE HIM! QUESTION ANSWERED. PLEASE (AVOID) TAKING HIM!
Fantastic Professor! He encourages you to self-study by not teaching. For cheaters, he is awesome! Take his class and enjoy watching your tuition disappearing!
I don't know why people talk bad things about him. He deserves worse than that! Take his class if you have a super smart friend who can sit next to you in the midterm and provide you all the solutions because he is nice enough to let you do that!