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CE 582 – Statistical Hydrology

Required textbook: Statistical Methods in Water Resources by Dennis R. Helsel, Robert M. Hirsch, Karen R. Ryberg, Stacey A. Archfield, and Edward J. Gilroy (2020) (pdf)

Offered Spring semester every even year

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1   Lectures

  1. Syllabus review
    1. Lecture 1: Introduction to statistical hydrology
  2. Lecture 2: Characteristics and measures of hydrologic data
  3. Lecture 3: Probability plots
  4. Lecture 4: Central tendency
    1. Homework 1: Central tendency
  5. Lecture 5: Variability
  6. Lecture 6: Graphical data analysis
    1. Homework 2: Univariate regression analysis
  7. Lecture 7: Graphical comparisons and scatterplots
    1. Exercises 8: Chapter 2
  8. Lecture 9: Confidence intervals
  9. Project: Proposal presentation
  10. Lecture 10: Hypothesis testing
    1. Homework 3: Hypothesis testing
  11. Lecture 11: Prediction intervals
  12. Lecture 12: Normality testing and rank-sum test
  13. Quiz 1
  14. Lecture 13: Two-group tests 1
  15. Lecture 14: Two-group tests 2
    1. Midterm exam
  16. Lecture 15: Paired difference tests
    1. Quiz 2
  17. Lecture 16: Error structures
    1. Homework 4: Error structures
  18. Lecture 17: Error structures in time series
  19. Lecture 18: Model adequacy
  20. Lecture 19: Uncertainty analysis
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2   Past materials

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3   References

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