ILRST 3080

Last Updated

  • Schedule of Classes - August 2, 2023 12:50PM EDT
  • Course Catalog - April 3, 2023 12:59PM EDT

ILRST 3080
Probability Models and Inference

Course information provided by the Courses of Study 2022-2023. Courses of Study 2022-2023 is scheduled to publish mid-June.

This course provides an introduction to probability and parametric inference. Topics include: random variables, standard distributions, the law of large numbers, the central limit theorem, likelihood-based estimation, sampling distributions and hypothesis testing, as well as an introduction to Bayesian methods. Some assignments may involve computation using the R programming language.

When Offered Fall, Spring.

Prerequisites/Corequisites Prerequisite: STSCI 2150 or STSCI 2200/BTRY 3010 or equivalent, MATH 2130 or equivalent.

Outcomes
  • Students will be able to manipulate random variables and their distributions using differential and integral calculus.
  • Students will be able to derive properties of standard probability.
  • Students will be able to derive maximum likelihood estimators for standard probability distributions and discuss their properties.

View Enrollment Information

Syllabi: none

  •   Regular Academic Session.  Choose one lecture and one discussion. Combined with: BTRY 3080, STSCI 3080

  • 4 Credits Stdnt Opt

  • 11350 ILRST 3080   LEC 001

  •  
    • TR
    • Aug 22 - Dec 5, 2022

    • Bunea, F

  • Instruction Mode: In Person
    Prerequisites: BTRY 3010, Calculus II, Multivariable calculus, or the equivalent.

  • 11351 ILRST 3080   DIS 201

  •  
    • F
    • Aug 22 - Dec 5, 2022

    • Bunea, F

  • Instruction Mode: In Person

  • 11352 ILRST 3080   DIS 202

  •  
    • M
    • Aug 22 - Dec 5, 2022

    • Bunea, F

  • Instruction Mode: In Person