高等統計推論一   (91年度 上學期)

probability, probability distribution, random variable, transformations and expectations, common families of distributions, exponential families, conditional probability, random samples, convergence, limit theorem, sufficiency, methods of estimation, maximum likelihood estimators, bayes estimators, delta method.

教科書： Casella, G. and Berger, R.L. (2001). Satistical Inference. 2nd edition. Duxbury Press. 參考書： 1. Bickel, P.J., and Doksum, K.A. (2001). Mathematical Statistics: Basic Ideas and Selected Topics, Vol. I. 2nd ed. Prentice Hall. 2. Rice, John A. (1995). Mathematical Statistics and Data Analysis. 2nd edition. Duxbury Press. 3. Casella, G. and Berger, R.L. (1990). Satistical Inference. 1st edition. Duxbury Press. 4. Shao, J. (1999) Mathematical Statistics. Springer. 5. Lehmann, E. L. (1983) Theory of point estimation. Wiley. 6. Arnold, Steven F. (1990) Mathematical Statistics. Prentice Hall. 7. Lehmann, E. L. and Casella, G. (1998). Theory of Point Estimation. 2nd Edition, Springer.

作業30 % ; 期中考30% ; 期末考40%。