2022 Fall
STAT C245C 001 - LEC 001
Biostatistical Methods: Computational Statistics with Applications in Biology and Medicine
Jingshen Wang
Aug 24, 2022 - Dec 09, 2022
We
06:00 pm - 08:59 pm
Berkeley Way West 1203
Class #:24778
Units: 4
Instruction Mode:
In-Person Instruction
Offered through
Statistics
Current Enrollment
Total Open Seats:
1
Enrolled: 4
Waitlisted: 0
Capacity: 5
Waitlist Max: 0
No Reserved Seats
Also offered as:
PBHLTH C240C
Hours & Workload
2 hours of instructional experiences requiring special laboratory equipment and facilities per week, 3 hours of instructor presentation of course materials per week, and 7 hours of outside work hours per week.
Final Exam
FRI, DECEMBER 16TH
03:00 pm - 06:00 pm
Berkeley Way West 1203
Other classes by Jingshen Wang
Course Catalog Description
This course provides an introduction to computational statistics, with emphasis on statistical methods and software for addressing high-dimensional inference problems in biology and medicine. Topics include numerical and graphical data summaries, loss-based estimation (regression, classification, density estimation), smoothing, EM algorithm, Markov chain Monte-Carlo, clustering, multiple testing, resampling, hidden Markov models, in silico experiments.
Rules & Requirements
Repeat Rules
Course is not repeatable for credit.
Reserved Seats
Current Enrollment
No Reserved Seats
Textbooks & Materials
See class syllabus or https://calstudentstore.berkeley.edu/textbooks for the most current information.
Guide to Open, Free, & Affordable Course Materials