Genetics and genomic studies are changing the practice of medicine and public health and playing central roles in all biomedical sciences. This book provides researchers with advanced biological knowledge who are entering the field of genome-wide association studies with the groundwork to apply statistical analysis tools appropriately and effectively. With the use of consistent examples throughout the work, chapters provide readers with best practice for getting started (design), analyzing, and interpreting data according to their research interests. Frequently used tests are highlighted and a critical analysis of the advantages and disadvantages, supplemented by case studies for each, provide readers with the information they need to make the right choice for their research. Additional tools including links to analysis tools, tutorials, and references will be available electronically to ensure the latest information is available.