Learn statistical analysis of genetic association studies. Master population genetics, quality control, and study design for genetic epidemiology research.
Learn statistical analysis of genetic association studies. Master population genetics, quality control, and study design for genetic epidemiology research.
This comprehensive course provides essential foundations for conducting statistical analysis of genetic association studies. Developed in collaboration with leading institutions, it covers key topics from historical perspectives to modern analytical methods. Students learn population genetics principles, quality control processes, and various study designs including population-based and family-based approaches. The curriculum integrates theoretical concepts with practical applications in genetic epidemiology.
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What you'll learn
Understand the historical context and modern applications of genetic epidemiology
Master foundational concepts in population genetics
Apply quality control methods to genetic data analysis
Conduct population-based case-control association studies
Analyze family-based genetic studies
Implement statistical methods for genetic association analysis
Skills you'll gain
This course includes:
486 Minutes PreRecorded video
6 assignments
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FullTime access
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There are 6 modules in this course
This comprehensive course provides foundational knowledge in genetic epidemiology through six detailed modules. The curriculum covers essential topics from historical perspectives to modern analytical methods, including population genetics, quality control, and various study designs. Students learn from leading experts about statistical analysis of genetic association data, population structure, and both population-based and family-based approaches. The course emphasizes practical applications while building theoretical understanding of genetic epidemiology concepts.
What is Genetic Epidemiology? Historical Perspective and Introduction
Module 1 · 2 Hours to complete
Introduction to Population Genetics: Models and Assumptions
Module 2 · 3 Hours to complete
Population Structure and Genetic Association Studies
Module 3 · 2 Hours to complete
Basic Quality Control in Genetic Data: Data Structure
Module 4 · 2 Hours to complete
Population-Based Association Studies
Module 5 · 2 Hours to complete
Family-Based Designs
Module 6 · 3 Hours to complete
Fee Structure
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Instructors
Genetic Epidemiologist and Researcher
Todd Edwards is a distinguished genetic epidemiologist with expertise in the genetic determinants of complex human traits. He focuses on cardiovascular health, colorectal cancer, women's health, and traits exhibiting large racial disparities in incidence and severity. Dr. Edwards employs electronic health record data to develop cohorts for genetic association studies, aiming to uncover critical genetic factors influencing these health issues. His work provides valuable insights into how genetics contribute to various diseases and conditions, particularly those with significant public health implications.
Professor and Associate Dean at the University of Colorado Denver
Dr. Stephanie A. Santorico is a Professor and Associate Dean at the University of Colorado Denver, with a notable research focus on statistical genetics and genomics. Her work centers around understanding the genetic factors that contribute to complex traits, particularly through translational research aimed at identifying disease subtypes that could guide medical treatments. Additionally, Dr. Santorico has contributed to the development of educational programs in statistics and genetics, further advancing knowledge in these critical areas of research.
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4.5 course rating
44 ratings
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