- Schedule of Classes - December 14, 2018 7:15PM EST
- Course Catalog - December 14, 2018 7:16PM EST
Course information provided by the Courses of Study 2018-2019.
This course builds upon a review of probability and statistics to explore, develop, and apply algorithms for discovering objects and events in astronomical data, for inference of sophisticated models for populations of objects using frequentist and Bayesian methods, and for visualization and presentation of results to address fundamental questions using persuasive, data-based arguments. Methods include time-series analysis; clustering, classification algorithms, genetic and Markov Chain Monte Carlo methods.
When Offered Spring.
Prerequisites/Corequisites Prerequisite: background in probability and statistics, knowledge of Python or MATLAB.
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