統計諮詢(Statistical Consulting)


盧鴻興

INSTITUTE OF STATISTICS, NATIONAL CHIAO TUNG UNIVERSITY

SPRING, 2005


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

WWW:  http://www.stat.nctu.edu.tw/~misg/hslu/consulting/94-1.htm

2005年公告內容(Consulting Cases during Classes in Spring, 2005)

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:

    • Illustrative Examples and Data Sources
    • Applications in Science
    • Applications in Engineering and Manufacturing
    • Applications in Business and Economics
    • Applications in Medicine and Health
    • Applications in Education
    • Applications in Other Fields

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:

    • In class discussion: 30%
    • Term Project: 70%

Links:

 

Related Links in Spring, 2005

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:

 

諮詢室人員:

時間

10:00am~11:00am

周勢耀

張宛茹

 

蕭清峰

 

11:00am~12:00am

陳瑩琪

黃鷰筑

 

蔡秀慧

 

1:30pm~2:30pm

陳沛君

1:30~4:30

劉育倫

蔡明曄

馮耀文

2:30pm~3:30pm

劉佩玲

羅婉文

陳奕侖

 

[統計諮詢演講公告]

 

2005年公告內容(Consulting Cases during Classes in Spring, 2005)

94年演講

    • March 15: Social statistics, “Ability, Motivation, Role Perception and Organizational Resources in Volunteer Performance: A Study Based on Taiwan’s Veterans Hospitals” by 劉良萊小姐.
    • March 22: Engineering statistics, by 方承彥經理 (fangcy@itri.org.tw).
    • April 12: Genetic statistics, “Multipoint Linkage Analysis for Pedigree Data” by 邱燕楓博士 (yfchiu@nhri.org.tw).
    • April 19: Engineering statistics, “Estimation of Nanoscale Semiconductor Device Parameters” by 李義明博士 (ymli@ymlabcad02.eic.nctu.edu.tw).
    • May 3: Financial statistics,"An Empirical Approach toward Realistic Modeling of Capital Market Volatility" by 鄭振和博士 (jenher@sifeon.com).
    • May 10 (01:30 PM): Public health, “論家中防護設備對於防止老人意外跌摔傷與減少相關健保支出之作用” by 陳麗光博士 (likwang@nhri.org.tw).
    • June 14: "國泰人壽--專業創新人才培訓計畫” by 陳萬祥先生 .

 

 

2002年公告內容

91327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

 

91329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.

 

91410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: 91426日(星期五) AM 10:00
Speaker: Engineer from Taiwan Semiconductor Manufacturing Company
Title: A real test case of IC data

 

Time: 9151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

 

 

 

 

 

v/" target="_blank">http://www.fedstats.gov/
  • 政院主計處 at http://www.dgbasey.gov.tw/
  • 行政院衛生署 at http://www.doh.gov.tw/
  • ASA Consulting Section at http://www.amstat.org/sections/cnsl/
  • Chance project at http://www.dartmouth.edu/~chance/
  • Chance magazine at http://www.public.iastate.edu/~chance99/homepage.html
  • S Poetry is a book that is geared towards those who are programming in S.