BTRY 4520
Last Updated
- Schedule of Classes - September 9, 2021 7:14PM EDT
- Course Catalog - September 9, 2021 7:15PM EDT
Classes
BTRY 4520
Course Description
Course information provided by the Courses of Study 2020-2021.
This course is designed to provide students with an introduction to statistical computing. The class will cover the basics of programming; numerical methods for optimization and linear algebra and their application to statistical estimation, generating random variables, bootstrap, jackknife and permutation methods, Markov Chain Monte Carlo methods, Bayesian inference and computing with latent variables.
When Offered Spring.
Prerequisites/Corequisites Prerequisite: BTRY 3080 or MATH 4710, enrollment in MATH 2220 and MATH 2240 or equivalents. Previous programming experience is recommended.
Outcomes
- Students will be able to enter, manipulate and plot data and run basic statistical analyses in R.
- Students will be able to implement estimators for non-standard statistical problems in R.
- Students will be able to simulate random variables and random experiments in R.
- Students will be able to design and implement Monte Carlo methods to evaluate integrals and perform simulations.
- Students will be able to design and conduct appropriate resampling methods to estimate sampling variance for statistical estimates.
Regular Academic Session. Choose one lecture and one laboratory. Combined with: STSCI 4520
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Credits and Grading Basis
4 Credits Stdnt Opt(Letter or S/U grades)
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Class Number & Section Details
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Meeting Pattern
- TR Online Meeting
- Feb 8 - May 14, 2021
Instructors
Hooker, G
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Additional Information
Instruction Mode: Online
Prerequisite: BTRY 3080 or Math 4710, enrollment in MATH 2220 and MATH 2240 or equivalents. Previous programming experience is recommended.
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Class Number & Section Details
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Meeting Pattern
- M Online Meeting
- Feb 8 - May 14, 2021
Instructors
Hooker, G
-
Additional Information
Instruction Mode: Online
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Class Number & Section Details
-
Meeting Pattern
- W Online Meeting
- Feb 8 - May 14, 2021
Instructors
Hooker, G
-
Additional Information
Instruction Mode: Online
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