Course Objectives/教學目標:

Training in statistical methods, modeling, and analysis for practicing statistics 

Content Summary/授課課程大綱明細:

  1. Basic statistical procedures
  2. Statistical modeling and statistical inference
  3. Methods of least squares and maximum likelihood
  4. Regression analysis
  5. Analysis of variance
  6. Model diagnostics and assessment
  7. Generalized linear model and nonlinear model