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Statistical Methods in Genetic Epidemiology
BIOSTAT 219 Spring 2012 (2 units)
This course will discuss selected statistical topics in genetic and molecular epidemiology. We focus on statistical concepts, and specialized statistical procedures commonly used in genetics. We will cover basic concepts (permutation tests, likelihood ratios, multiple comparisons), study designs (family-based and population based association studies), as well as special topics of current interest (genomewide association studies, population structure). Students will be able to appreciate the statistical principles underlying genetic analysis. They will be able to anticipate practical issues in study design, and data analysis. They will be exposed to real data, and current statistical issues facing the genetics community. Students are encouraged to utilize their own projects to motivate discussion, and to suggest additional topics of interest.
Designing Clinical Research (Epi 202) and Molecular and Genetic Epidemiology I (Epi 217). Exceptions to these prerequisites may be made with the consent of the Course Director, space permitting.
The class meets on Tuesdays from 8:15 AM-10:15 AM at China Basin Landing, Room 5721. The first session is on Tuesday, March 27, 2012, and the last session is on Tuesday, May 29, 2012. Lectures: The first 8 sessions will be devoted to lectures. Students should complete the assigned readings before class. Term paper and student presentations: Students are expected to write a brief term paper (less than 4 pages) that is due by the 8th lecture period. The papers will be circulated among the students, and the last two periods will be devoted to brief presentations by the students, and class discussion. Students should initiate a discussion about term paper topics by the 4th period. Possibilities include critically reviewing a recent paper, drafting a future research proposal outline, or presenting the data analysis of a study. Students should finalize the paper topic by the 7th period.
A Primer of Genome Science by G. Gibson and S. Muse. Sinauer. 3rd Editon. 2009. The Fundamentals of Modern Statistical Genetics by N. Laird. Springer. 1st Editon. 2011. Books may be purchased either through the publisher or a variety of commercial venues (e.g., Amazon.com).
Grades will be based on class participation, term paper, and presentation.
This course is open to a limited number of individuals outside of the ATCR and Master's programs. Preference is given to UCSF-affiliated personnel. We regret that auditing is not permitted. To apply for this course please fill out and submit the application below. Cost and submission information are in the application. Application (Word doc, 20KB) |
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