{"@context":"https://w3id.org/openbadges/v2","id":"https://milestone.campuslabs.com/api/v20/badge/62214373/","uid":"62214373","name":"Biostatistics in R","description":"The Biostatistics in R badge immerses learners in the essential statistical methods used in biology and medicine, starting with a practical introduction to the R programming environment. Learners will master core topics like hypothesis testing, t-tests and various regression techniques, enabling learners to analyze and rigorously validate real-world biomedical data. Learners gain the quantitative skills necessary to draw sound conclusions from complex biological and medical studies. Topics will include probability, hypothesis testing, tests for variables (e.g., chi-square, Fisher’s test), t-test, linear and multivariate regression, covariance and Bayesian statistics.","type":"BadgeClass","image":"https://milestone.campuslabs.com/milestone/media/badge_image_uploads/2025/10/28/HC_SA_Bioinformatics_Biostatistics_F.png","criteria":{"id":"https://milestone.campuslabs.com/org/1323717515/badge/62214373","narrative":":multi: This FOUNDATIONAL level badge is equivalent to a 3-credit, master’s-level course. A final grade of B or better is required to earn this badge. -- 1. Understand and apply the fundamental theoretical and applied concepts of biostatistics.\n2. Select and execute the correct analytical methods based on a strong understanding of underlying statistical theory.\n3. Perform and interpret descriptive and exploratory data analyses.\n4. Apply complex statistical techniques, including statistical modeling and data mining, to real-world data.\n5. Draw sound, data-driven conclusions from analyses of biological and health-related data.. "},"issuer":"https://milestone.campuslabs.com/api/v20/issuer/1323717515/","tags":["Biostatistics","statistics","Analytics","Communication"],"alignment":[{"targetName":"Communication","targetUrl":"https://www.hood.edu/offices-services/institutional-assessment/institutional-learning-outcomes","targetDescription":"The badge earner will communicate clearly and effectively in oral, written and/or visual formats, consistent with the standards of their discipline.","targetCode":"GSO_Comm"},{"targetName":"Research","targetUrl":"https://www.hood.edu/offices-services/institutional-assessment/institutional-learning-outcomes","targetDescription":"The badge earner will identify and explore relevant questions and/or problems by accessing, evaluating, applying and/or conducting research using discipline-specific strategies.","targetCode":"GSO_Res"},{"targetName":"Critical Reasoning","targetUrl":"https://www.hood.edu/offices-services/institutional-assessment/institutional-learning-outcomes","targetDescription":"The badge earner will approach content and tasks with a critical awareness, framed by knowledge and skills appropriate to their discipline.","targetCode":"GSO_CriReas"},{"targetName":"Problem Solving","targetUrl":"https://www.hood.edu/offices-services/institutional-assessment/institutional-learning-outcomes","targetDescription":"The badge earner will apply advanced disciplinary content knowledge and strategies to understand and address problems and questions relevant to their discipline and to which they have not previously been introduced.","targetCode":"GSO_ProbSolv"},{"targetName":"Professionalism","targetUrl":"https://www.hood.edu/offices-services/institutional-assessment/institutional-learning-outcomes","targetDescription":"The badge earner will engage in legal, ethical and professional behaviors consistent with their discipline, including leadership, teamwork and/or other responsibilities to key stakeholders.","targetCode":"GSO_Prof"}]}