STA231

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Advanced Introduction to Probability

Statistical Science A&S - Arts and Sciences

Subject

STA

Catalog Number

231

Title

Advanced Introduction to Probability

Course Description

Advanced introduction to basic, non-measure theoretic probability covering topics in more depth and with more rigor than MATH 230. Topics include random variables with discrete and continuous distributions. Independence, joint distributions, conditional distributions, generating functions, Bayes' formula, and Markov chains. Rigorous arguments are presented for the law of large numbers, central limit theorem, and Poisson limit theorems. Prerequisite: Mathematics 202, 212, 219, or 222. Not open to those who have taken Mathematics 230 or Statistics 230.

Grading Basis

Graded

Consent (Permission Number)

No Special Consent Required

Min Units

1

Max Units

1

Lecture

Crosslisted Courses

General Education Curriculum Codes

(QS) Quantitative Studies