Contents
Syllabus
Class Calendar
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ISyE 6404 OAN: REPOSITORY FOR THE COURSE ON NONPARAMETRIC STATISTICS
Modern Robust Modeling in Engineering, Business, and Science
- Philosophy
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This course is concerned with the theory and practice of classical and modern nonparametric data analysis, inference, and statistical modeling.
Data from engineering, scientific, business, and biomedical practice will be analyzed during the course.
The coverage will include: history of NP statistics, classical NP procedures,
robust methods, smoothing, wavelets, robust data mining and machine learning,
Bayesian nonparametrics,
etc. For more detailed description of coverage see
calendar .
- Software Support
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The course will be supported by Python, R, and Octave (PRO)
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