Advanced Statistics

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Course Code: 
MTH 3206
Course Credit Units: 
3
Semester: 
Semester 2
Year of Study: 
Year 3
Undergraduate or Graduate Level: 
Undergraduate Level
Course Description & Objectives: 

The course introduces students to regression models for data analysis and extends the methods to handle non-normal data. Particular attention is given to data that can be modeled by generalized linear models.                                                                                                                                                                          Course Objectives:  

  • Illustrating inference methods based on the exponential family of densities.
  • Introducing students to methods of analyzing data within the framework of generalized linear models.
  • Illustrating the methods with data from real life problem.

 

Learning Outcomes: 
  • understanding inference methods based on the exponential family of densities.
  • methods of analyzing data within the framework of generalized linear models.
  • Illustrating the methods with data from real life problem.

 

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Advanced Statistics
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