Skip to main content
Princeton Mobile homeCourses home
Detail

Modern Statistics

SML 505/AST 505

1244
Info tab content
The course provides an introduction to modern statistics and data analysis. It addresses the question, "What should I do if these are my data and this is what I want to know"? The course adopts a model based, largely Bayesian, approach. It introduces the computational means and software packages to explore data and infer underlying parameters from them. An emphasis will be put on streamlining model specification and evaluation by leveraging probabilistic programming frameworks. The topics are exemplified by real-world applications drawn from across the sciences.
Instructors tab content
Sections tab content

Section L01

Section P99

  • Type: Precept
  • Section: P99
  • Status: C
  • Enrollment: 0
  • Capacity: 0
  • Class Number: 43031