103年第1學期-6148 統計計算 課程資訊

課程分享

選課分析

本課程名額為 70人,已有9人選讀,尚餘名額61人。

評分方式

評分項目 配分比例 說明
Homework assignments 30
Midterm and/or Final 40
Projects/Presentations 30

授課教師

蘇俊隆

教育目標

Introducing some computational techniques and algorithms used by statistical researchers and practitioners

課程資訊

參考書目

a. Monte Carlo Statistical Methods by Christian P. Robert & George Casella
b. The Elements of Statistical Learning: Data Mining, Inference, and Prediction by Trevor Hastie, Robert Tibshirani, Jerome Friedman
c. Statistical Computing by William J. Kennedy & James E. Gentle
d. Elements of Statistical Computing by Ronald A. Thisted
e. Bayesian Statistical Modeling by Peter Congdon
f. An Introduction to the Bootstrap by Bradley Efron and Robert J. Tibshirani
g. Simulation by Sheldon M. Ross
h. Modern Applied Statistics with S-Plus by W. N. Venables and B. D. Ripley