FOR 6530  Winter 2003

Alliant International University

Research II: Data Analysis & Advanced Statistics

Course Syllabus

Ivo D. Dinov, Ph.D.
Assistant Professor of Statistics,
Research Scientist, Department of Neurology,
UCLA School of Medicine
Teaching Assistants:
  • TBA  (for now) E-mail:

  • Textbooks: Statistical Methods for Psychology, by David C. Howell, Duxbury Press, 5th edition, 2001.

      Tentative order of topics covered
    1. Review of Research Design I , Fall 2002:
    2. Applications of Central Limit Theorem, Law of Large Numbers.
    3. Design of studies and experiments.
    4. Fisher's F-Test & Analysis Of Variance (ANOVA, 1- or 2-way).
    5. Principle Component Analysis (PCA).
    6. χ2 (Chi-Square) Goodness-of-fit test.
    7. Multiple linear regression
    8. General Linear Model
    9. Bootstrapping and Resampling

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    Ivo D. Dinov, Ph.D., Departments of Statistics and Neurology, UCLA School of Medicine