The Biostatistics Collaboration Center (BCC) in the Northwestern University Feinberg School of Medicine will be offering a series of 6 free introductory lectures on biostatistics in medical research. The lectures will be non-technical and have been designed with the following objectives: - To assist participants in interpreting statistics published in the medical literature.
- To highlight different statistical methodology for investigators considering their own research.
- To facilitate the communication between medical researchers and biostatisticians.
The lectures are FREE and open to interested members of the Northwestern community! Click here to download flyer. Registration is NOT required. Seating is available on first come basis. Lectures are 1 hour in length followed by 30 mins of Q&A. Lecture slides will be available to view and download one week prior to each lecture.
#1 – Basic Concepts Download Presentation! (pdf)
- Data types and corresponding summary statistics
- One sample inference
#2 – Two Group Comparisons Download Presentation! (pdf)
- Two sample tests (parametric and nonparametric tests)
#3 – Introduction to Linear Regression and Logistic Regression Download Presentation! (pdf) - Simple linear regression
- Multiple linear regression
- estimating parameter - testing hypotheses about parameters - confidence and prediction interval - Logistic regression
- odds ratio vs. relative risk - univariate, multiple logistic regression - interpretation of coefficient - extensions of logistic regression
#4 – Statistical Power Download Presentation! (pdf) - Importance and limits
- Terminology
- Examples
#5 – Analysis of Time to Event (Survival) Data Download Presentation! (pdf) - Terminology
- Comparing Survivorship
- Regression Models
- Statistical methods for dichotomous traits
- Linkage analysis - LOD score - Genome-wide association (GWA) studies - Statistical methods for quantitative traits
- Quantitative Trait Loci (QTL) analysis - Expression QTL (eQTL) analysis
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