Advanced Analytic Applications

Course Description

Advanced application of data analytics methods for knowledge discovery. This course will explore several of the advanced topics in data analytics such as methods for longitudinal data, factor and principal components analysis, multivariate logistic regression, and multivariate analysis of variance (ANOVA). Application using case studies and real world data will leverage statistical assessment and interpretation.

Learning Outcomes

  • Evaluate advanced methods in data analysis.
  • Conduct an analysis using a longitudinal data approach.
  • Interpret an analysis using a principal components or factor analytic approach.
  • Conduct an analysis using multivariate logistic regression.
  • Interpret an analysis using multivariate ANOVA.


Why Choose National University?

We’re proud to be a veteran-founded, San Diego-based nonprofit. Since 1971, our mission has been to provide accessible, achievable higher education to adult learners. Today, we educate students from across the U.S. and around the globe, with over 200,000 alumni worldwide.

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Study when and where it’s convenient for you with evening, weekend, and 100% online classes.

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