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Sep 08, 2024
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DATS 8170 - Advanced Computational Methods (3 Credit Hours)
This course introduces the computational aspect of statistics, expanding beyond the use of existing statistical packages. Topics covered in the course include random number generation, Monte Carlo integration, Markov chains, bootstrap techniques, expectation-maximization algorithm and Markov chain Monte Carlo methods. Parallel computing using R, with emphasis on setting up simulation studies in a high-performance computing environment is also explored.
Lecture Hours: 3
Grade Mode: Normal, Audit
Prerequisites: STAT7620 >= C and STAT7630 >= C
Repeat Status: No
College Restrictions: The Graduate School Level Restrictions: Graduate Semester
Schedule Type: Lecture
Click here for the Schedule of Classes.
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