統計諮詢(Statistical Consulting)


盧鴻興 (HENRY HORNG-SHING LU)

INSTITUTE OF STATISTICS, NATIONAL CHIAO TUNG UNIVERSITY

SPRING, 2002


TEL: 03-5731870 EMAIL: hslu@stat.nctu.edu.tw

WWW:  http://www.stat.nctu.edu.tw/misg/hslu/stat_consulting/syllabus.htm

 

Goals:

This course is designed to introduce the practice of statistical consulting to participants.  Basic probability, statistics, and computing skills are required.  Interactions with different disciplinarians that come to this course are strongly encouraged.  Examples will be illustrated in classes.  Students will participate in projects that analyze data collected in different areas.  Communication skills, problem formulization, statistical modeling and data analysis are key ingredients in this course.

Course Outlines:

Reference Books:

Cabrera, J. and McDougall, A. (2002), Statistical Consulting, Springer-Verlag, New York. (Course link)

Hand, D. J. and Everitt, B. S. (1987), Statistical Consultant in Action, Cambridge University Press, Cambridge.

Peck, R., Haugh, L. D., and Goodman, A., Editors (1998), Statistical Case Studies: A Collaboration Between Academe and Industry, ASA-SIAM Series on Statistics and Applied Probability 3 and 4.

Czitrom, V. and Spagon, P. D. (1997), Statistical Case Studies for Industrial Process Improvement, ASA-SIAM Series on Statistics and Applied Probability 1.

Venables, W. N. and Ripley, B. D. (1999), Modern Applied Statistics with S-Plus, 3rd ed., Springer-Verlag, New York.

Cherkassky, V. and Mulier, F. (1998), Learning from Data, Wiley, New York.

Salsburg, D. (2001), The Lady Tasting Tea How Statisticians Revolutionized Science in the 20th Century, Freeman. ( “統計,改變了世界” 葉偉文 , 天下文化)

Moore, D. S. (2001), Ststistics: Concepts and Controversies, 5th ed., Freeman. (“統計,讓數字說話!”鄭惟厚 , 天下文化)

 

Evaluation:

Links:

Previous Projects:

Some examples are put in the followings. The analysis results may have errors and need further improvements. However, they demonstrate some possible applications of statistics.

 

Examples:

統計咨詢案例報告 (吳漢銘,1999/10~2000/2) (僅供參考)

1.     1999/10/27: Survival Analysis for Medical Data [pdf 74KB].

2.     1999/11/26: Wafer良率之預測 [pdf 328KB].

3.     1999/11/30: 車流曲線模式方程式的推估 [pdf 463KB].

4.     1999/12/15: Data Analysis of Tables of Content [pdf 265KB].

5.    1999/12/25: Fair Judgment? [pdf 113KB].

 

咨詢室人員:

時間

9:00am~10:00am

 

 

徐雅甄

林貞君

 

10:00am~11:00am

 

 

 

王若蘭

 

11:00am~12:00am

 

 

 

紀宜岳

 

2:00pm~3:00pm

何孟如

廖小慧

1:30~4:30

 

鄭雅靜

3:00pm~4:00pm

江志祥

 

 

黃立芬

4:00pm~5:00pm

林于善

薛瑛萱

 

顧宜佳

[統計咨詢演講公告]

演講

91年3月27日(星期三)3:30 - 4:30

交通大學綜合一館427室。

Engineers from 旺宏 IC company

Title: A case study of WAT test for IC

 

91年3月29日(星期五)10:00 - 12:00

交通大學綜合一館427室。

張源俊教授(中研院統計科學研究所)
周培林總經理 (宇匯知識科技公司)

Introduction to Statistical Issues of Information Retrieval.

 

91年4月10日(星期三)1:30 - 4:30 pm

交通大學綜合一館427室。

陳麗光(助研究員)、張華志先生
(國家衛生研究院醫療保健政策研究組)

1)如何利用健保門診申報檔來估計台灣預防保健服務之利用率
(2)從跨期的角度分析台灣成年男人的戒菸行為與其幼兒之健康的關聯

 

Time: 91年4月26日(星期五) AM 10:00
Speaker: Engineer from Taiwan Semiconductor Manufacturing Company
Title: A real test case of IC data

 

Time: 91年5月1日(星期三) PM 1:30-4:30
Title: A Study on Etiological Factors of Schizophrenia
Speaker: 胡海國教授 國立臺灣大學 醫學院附設醫院 精神科
               陳君厚教授 中央研究院 統計科學研究所

 

 

【公告06/04/2002】 
               下學期授課老師是洪慧念老師。聯絡電話:03-5731646 洪慧念老師