Required courses

Advanced biostatistics

Instructor

Dr Shu-Yu Kuo

Credits

3

Course Description

This course will facilitate learners to advanced statistical analysis approaches and to understand the relation between statistic and nursing research. Topics will include fundamentals of bio-statistic, data management, data analysis, and interpretation as well as critique of research results. Learners will apply the statistical methods to the research through a series of practical exercises.

Topics

  • Introduction to statistics
  • Obtaining and understanding data
  • Basic statistics review I
  • Basic statistics review II
  • Case study in basic statistics
  • Confounding and interaction in regression
  • Factor analysis
  • Mediation analysis
  • Survival analysis
  • Logistic regression
  • Case study in ANCOVA
  • Case study in Multilevel modeling
  • Case study in Generalized estimating equation
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