Introduction to Statistical Theory & Methodology-1 (420-1-20)
Instructors
Noelle I Samia
847.491.5772
2006 Sheridan Road
Meeting Info
University Hall 122: Tues, Thurs 2:00PM - 3:20PM
Overview of class
The goal of the Statistics 420 sequence is to provide a comprehensive introduction to statistical theory and methodology at a level not requiring advanced probability theory (i.e., measure theory). Statistics 420-1 covers distribution theory. Distribution theory is concerned with probability distributions of random variables, particularly those concepts that arise frequently in statistical theory. The emphasis on this course is on the precise and careful statement of results and on the accurate determination of quantities such as moments, distribution functions, and so on, that are often used in statistical methodology. Prerequisites: A good background in calculus, real analysis (e.g., the concept of a limit), linear algebra, elementary probability theory, and statistical methods.
Registration Requirements
Prerequisites: A good background in calculus, real analysis (e.g., the concept of a limit), linear algebra, elementary probability theory, and statistical methods.
Evaluation Method
Homework/Exams
Class Materials (Required)
ISBN: 978-0521844727; Elements of Distribution Theory; T.A. Severini; Cambridge University Press
On April 17, 2024, the Amazon price is $51.05 for paperback and $22.60 for e-textbook rental.