Nov 23, 2024  
2022-2023 Catalog 
    
Catalog Navigation
  Publication Home
  About Harvey Mudd College
  Introduction
  Student Life
  Admission & Financial Aid
  Academic Program
  HMC Common Core
  Department of Biology
  Department of Chemistry
  Department of Computer Science
  Department of Engineering
  Department of Humanities, Social Sciences, and the Arts
  Department of Mathematics
  Department of Physics
  Interdisciplinary Majors
  Other Programs
  Study Abroad
  Programs of Study
  Course Descriptions
  Academic Policies
  General Policies
  Faculty
  Senior Administration
  Academic Calendar 2022-2023
  Archived Catalogs
HELP
2022-2023 Catalog [ARCHIVED PUBLICATION] Use the dropdown above to select the current catalog.

MATH153 HM - Bayesian Statistics

Credit(s): 3

Instructor(s): Williams

Offered: Spring, alternate years

Description: An introduction to principles of data analysis and advanced statistical modeling using Bayesian inference. Topics include a combination of Bayesian principles and advanced methods; general, conjugate and noninformative priors, posteriors, credible intervals, Markov Chain Monte Carlo methods, and hierarchical models. The emphasis throughout is on the application of Bayesian thinking to problems in data analysis. Statistical software will be used as a tool to implement many of the techniques.

Prerequisite(s): Permission of instructor