Statistics Program

Spring 2004 Course

Advanced Statistical Inference (II)

  • Course number : 221 U1580
  • Credits : 3 units
  • Required or Requisite : Requisite
  • Instructor : Chin-Tsang Chiang
  • Time : W 789
  • Room : NM101
  • Notice :
  • Prerequisites : Introduction to Probability Theory
  • Course Description :
    1. Topic 1. Point Estimation.
    2. Topic 2. Hypothesis tests.
    3. Topic 3. Interval Estimation.
    4. Topic 4. Asymptotic Evaluations.
    5. Topic 5. Generalized Linear Models.
  • Textbook :
    Casella, G. and Berger, R. L. (2001). Statistical Inference. 2nd edition. Duxbury Press.
  • Reference :
  1. Garthwaite, P., Jolliffe, I. and Jones B. (2002). Statistical Inference,2nd edition.Oxford.
  2. Bickel, P.J., and Doksum, K.A. (2001). Mathematical Statistics: Basic Ideas and Selected Topics, Vol. I. 2nd edition Prentice Hall.
  3. Rice, John A. (1995). Mathematical Statistics and Data Analysis. 2nd edition. Duxbury Press.
  4. Casella, G. and Berger, R.L. (1990). Satistical Inference. 1st edition. Duxbury Press.
  5. Shao, J. (1999) Mathematical Statistics. Springer.
  6. Lehmann, E. L. (1983) Theory of point estimation. Wiley.
  7. Arnold, Steven F. (1990) Mathematical Statistics. Prentice Hall.
  8. Lehmann, E. L. and Casella, G. (1998). Theory of Point Estimation. 2nd Edition, Springer.
  • Grading :
    Homework(20%); Quiz(20%); Midterm(30%); Final exam(30%).

Last updated: February 26, 2004

Address: Department of Mathematics, National Taiwan University, Taipei, Taiwan
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