Dec 11, 2024  
2024-2025 Graduate Catalog 
    
Catalog Navigation
  Catalog Home
  FERPA
  Accreditation
  Academic Calendar
  Administration
  Graduate School
  Policies and Procedures
  Clemson University Interdisciplinary Programs
  College of Agriculture, Forestry and Life Sciences
  College of Architecture, Art and Construction
  College of Arts and Humanities
  College of Behavioral, Social and Health Sciences
  Wilbur O. and Ann Powers College of Business
  College of Education
  College of Engineering, Computing and Applied Sciences
  College of Science
  Courses of Instruction
  My Portfolio
HELP
2024-2025 Graduate Catalog
Add to Portfolio (opens a new window)

MATH 8820 - Introduction to Bayesian Statistics

3 Credits (3 Contact Hours)
Selective course focused on Bayes theorem, conjugate priors, posterior distributions, credible intervals, Monte Carlo approximations, Markov chain Monte Carlo (MCMC) methods, Gibbs sampling, Metropolis-Hastings algorithm, Bayesian hypothesis testing, hierarchical modeling, linear regression, and logistic regression. Students are expected to have completed a course in introductory probability and a course in introductory statistics, and have some experience with the software R before enrolling in this course.


Add to Portfolio (opens a new window)