為求學生明瞭現代統計學在科學研究中所扮演之重要角色，進而藉由統計學方法及實際論文之研讀與習作，培養學生獨力與團隊合作進行科學研究之能力及經驗。課程主要工作包括： (1)科學研究工作之理念及研究方法講授。 (2)分組完成題目自訂之完整研究報告。包括組織、協調、排程、執行及撰寫報告等工作。 (3)培養訓練蒐集資料能力。包括詢問、上網、查閱書籍與期刊等。 (4)培養訓練當眾口頭報告能力。包括儀態、台風等。

This course provides an introduction to the application of statistics to a wide range of fields. It has a practical focus using R for real data analysis Topics covered are : basic statistical analysis, regression analysis; design and analysis of experiments; analysis of categorical data; multivariate analysis; nonparametric analysis and survival analysis.

1. Applied Linear Regression, forth edition,
Saqnford Weisberg
2. Statistics for Experimenters, Design, Innovation, and Discovery, second edition,
George E. P. Box, J. Stuart Hunter, William G. Hunter
3. Categorical Data Analysis, third edition, Alan Agresti
4. Multivariate Analysis, second edition, K. V. Mardia, J. T. Kent, J. M. Bibby