Courses of Study 2017-2018 
    
    Apr 23, 2024  
Courses of Study 2017-2018 [ARCHIVED CATALOG]

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BEE 6300 - Multivariate Statistics for Environmental Applications


     
Spring. 3 credits. Letter grades only.

Enrollment limited to: students who have taken either multivariable calculus, linear algebra, or introductory statistics or have permission of instructor.

S. Steinschneider.

This class provides an introduction to relatively simple but powerful multivariate statistical techniques needed to analyze and model complex datasets frequently encountered in the environmental sciences. Emphasis is given to developing the mathematical foundation of these methods to foster a deeper understanding of the benefits and limitations of different approaches. The goal is to provide students in the applied environmental sciences with a toolbox of methods not taught in more introductory statistical courses, but also to ensure that students can use these methods in their own work without viewing them as a “black box”. The course only assumes a limited knowledge of calculus, linear algebra, and statistics, and will provide a review of the mathematical concepts needed to understand the multivariate techniques presented. Applications will be presented primarily from the geophysical and ecological sciences, but the theory will be applicable to other environmental fields. Upon completion of the course, students will be able to use the multivariate techniques presented in the course to understand and evaluate environmental problems of interest in their respective domains.



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