高等統計推論一   (90年度 上學期)

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. Asymptotic variance. Delta method. Hypothesis testing. Confidence interval.

1.教科書： Casella, G. and Berger, R.L. (1990). Satistical Inference. Duxbury Press. (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.

作業30 % ; 期中考30% ; 期末考40%。