Lehigh's Math 312

Fall 1997 Math 312 at Lehigh University

This is the home page for Fall 1997 Math 312 ( Applied Statistics ) at Lehigh University.

The textbook is `The Statistical SLEUTH: A Course in Methods of Data Analysis ', by Ramsey and Schafer. (1997 edition)

More information will follow later (or call me at (610) 758-3735).

Instructor: Professor Wei-Min Huang, Department of Mathematics. To contact me, send e-mail to wh02@Lehigh.EDU, or click here Mail-Me, if your web server supports forms. Click for Lehigh's home page or for Lehigh Mathematics Department home page.

To view the Course Description click here .

Click for Homework Assignments & Exercises

Currently we have covered the following topics:

  • 0. Introduction to statistical methods.
  • 1. Review of basic probability distributions and basic statistical methods.
  • 2. Some standard probabilistic results used in statistics.
  • 3. Introduction to one-sample statististical problems.
  • 4. Normal-model and t-statistic
  • 5. When do we use t-statistic? What are the other options?
  • 6. Tests for normality
  • 7. Introduction to two-sample problems
  • 8. Ten useful models for two-sample problems
  • 9. Two-sample t-statistic
  • 10 Two-sample F-statistic
  • 11. Two-sample Mann-Whitney-Wilcoxon ranksum statistic
  • 12. Two-sample Tukey-Siegel ranksum statistic
  • 13. Exact and approximate sampling distributions of ranksum statistic
  • 14. Kolmogorov-Smornov statistic
  • 15. Anderson-Darling statistic
  • 16. Cramer-von Mises statistic
  • 17. Paired-sample problems
  • 18. Simple linear regression model (with normality)
  • 19. Nonparametric simple linear regression model (rank based)
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    Statistics Related Links

  • Statistics Links

  • A Casebook in Statistics and Data Analysis

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    WEI-MIN HUANG
    Professor, Department of Mathematics
    Lehigh University