Detailed Course Information |
Summer 2021
May 03, 2024 |
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| MATH 40024 - COMPUTATIONAL STATISTICS |
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(Slashed with MATH 50024) This course is about the use of computational tools to manage, explore, summarize, and visualize data, as well as the computational underpinnings of fitting statistical models. It uses mostly the statistical computation language R, but also other languages like Python and Matlab. It also covers: simulation and random number generation, computationally intensive methods like the bootstrap and permutation tests, Expectation-Maximization and related algorithms, and dimensionality reduction via matrix decomposition. Students with statistics courses from other disciplines should consult with the Department of Mathematical Sciences for possible prerequisite overrides. Prerequisites: (MATH 21001 with a minimum C grade OR MATH 21002 with a minimum C grade) AND (MATH 12022 with a minimum B grade OR MATH 20011 with a minimum C grade OR MATH 30011 with a minimum B grade OR MATH 40012 with a minimum C grade).
3.000 Credit hours 3.000 Lecture hours Levels: Undergraduate Schedule Types: Lecture Mathematical Sciences Department Prerequisites: Prereq for MATH 40024 General Requirements: ( Course or Test: MATH 21001 Minimum Grade of C May not be taken concurrently. ) or ( Course or Test: MATH 21002 Minimum Grade of C May not be taken concurrently. ) or ( Course or Test: MATH 21001 Course Attribute: EM Minimum Grade of Y May not be taken concurrently. ) or ( Course or Test: MATH 21001 Course Attribute: XC May not be taken concurrently. ) or ( Course or Test: MATH 21002 Course Attribute: XC May not be taken concurrently. ) and ( Course or Test: MATH 12022 Minimum Grade of B May not be taken concurrently. ) or ( Course or Test: MATH 20011 Minimum Grade of C May not be taken concurrently. ) or ( Course or Test: MATH 30011 Minimum Grade of B May not be taken concurrently. ) or ( Course or Test: MATH 40012 Minimum Grade of C May not be taken concurrently. ) or ( Course or Test: MATH 30011 Course Attribute: EM Minimum Grade of Y May not be taken concurrently. ) or ( Course or Test: MATH 30011 Course Attribute: XC May not be taken concurrently. ) |
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