Aut 2016: Stat 30400-1

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Course: STAT 30400
Title: Distribution Theory
Instructor(s): Dan Nicolae
Teaching Assistant(s): Changji Xu
Class Schedule: Sec 01: MW 8:30–10:20AM, Jones 226
Office Hours:  
Course Homepage: Canvas Course Site
Textbook(s): Severini, Elements of Distribution Theory, 1st edition. Recommended, not required.
Description: This course is a systematic introduction to random variables and probability distributions. Topics include standard distributions (i.e., uniform, normal, beta, gamma, F, t, Cauchy, Poisson, binomial, and hypergeometric); moments and cumulants; characteristic functions; exponential families; modes of convergence; central limit theorem; other asymptotic approximations.

Prerequisite(s): STAT 24500 and MATH 20500, or consent of instructor