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Dr. Samah Abduallah Alghamdi د. سماح عبدالله الغامدي

Assistant Professor

Faculty

كلية العلوم
Building 5, 3rd Floor, Office Number 346
course

STAT 438 - MULTIVARIATE STATISTICAL METHODS

Credit Hours: 3 (2+0+2)

Beneficiaries: Students of Statistics Major and Operations Research Major.

Previous Course Requirement: STAT 339

Textbook:

  • Applied multivariate statistical analysis, Richard A. Johnson & Dean W. Wichern.
  • التحليل الإحصائي متعدد المتغيرات باستخدام حزم ساس (SAS): أ. د. هشام مصطفى النشواتي، أ. د. خلف سلمان سلطان، أ. د. عبد الحميد عبد الله الزيد

Course Scope Contents:

  • Matrix Algebra and Random Vectors.
  • The Multivariate Normal Distributions.
  • Comparisons of Several Multivariate Means (MANOVA).
  • Principal Component Analysis.
  •  Discrimination and Classification- Hierarchical Cluster Methods. 

Marks Distribution: 

  • Midterm:   30%                      
  • Homework’s:  30%             
  • Final Exam:  40%
course attachements