Experimental Designs 

Spring  2019

MandH

Course Info

Syllabus

Instructor: Yu-Ling Tseng.      Office Hours: M. 14:10~15:00 T. 12:00 ~ 13:00  也可以預約

Prerequisites: Probability Theory, Statistics, Linear Algebra, Regression Analysis

Class Notes 

期末考在6月18日 13：10 ～ 14：30 舉行~~~~

準備重點，上課都講過唷。。。

EMS， DF，ANOVA RIGHT ＦTEST（？），

CONTRAST FOR EFFECT, RESOLUTION，ALIAS，2^k in blocks, Defining eq./contrast, 。。。。


總之，很簡單的，哈哈。

一學期很快就過，希望你們喜歡這門課，有學到統計應用的妙處。。。。喔


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期末 報告  各組報告時間  35 分鐘  

0611   （12：45～15：00）前 3 組,
0613   （16：10～16：45）第 4 組 報告，       

地點：系會議室

評分方式：presentation style, understanding, team work, and time control. Each with 25%.
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  Week1 course intro
  • The class notes will be available in text, pdf or postscript format unless specified otherwise.
  • Transparences: Introduction part 1     Introduction part 2 
  • A sample for you to start learning R: R program EX. 1  (table1, table1data)     R code for Chapter 2


  • 也順便練習用LaTex做投影片吧，範例：Example LaTex for transparences
    Example LaTex output

    • Assignments       

    Date

    Problems   （課 堂討論請挑選 紅 色 標記的題目）

    Reading Assignment  / Handout
    0307
    		Chapters 1 and 2
    0314 Chapter 2 # 4, 6, 7, 12, 14, 15, 16, 18, 22, 23,  37 (a, b), 38, 39, 45


    		R code for Chapter 2
    0326 0411 每組要有個代表上台講解作業題目一題.
    (note：16, 18, 22, 37, 38： 0411已報告）
    選題目囉, 以紅色標記第2章的題目，都可以選～～～採先選先 贏制
    0328 Chapter 13 # 14, 17, 20, 21 Chapters 3: 3.1~3.3, 3.5 / Handout for EMS calculatin   c.f. 13.5 of textbook
    0411 Chapter 3 # 3, 7 (a, b, c, use SNK test for c ), 10 (a, b, use SNK test for b ), 11 (a, b, also use SNK test for b ), 14(a), 22 (a, b, also use SNK test for b),  22 (d, e), 24 (a, b, use SNK test for b ), 27 (a, c) Chapter 3: 3.1 ~3.3, 3.5 and Chapter 5: 5.1~5.3.2
     R code for Chapter 3 etchrate example   etchrate data
    R code for SNK test (thanks to 王子軒）
    0418 0502 每組要有個代表上台講解作業題目一題. (note：3.11, 3.24(a,b), 13.14, 13.20： 0502 已被選）
    選題目囉, 以紅色標記第 13, 3 章的題目，都可以選～～～採先選先 贏制
    0502 Chapter 5 # 1 , 2, 3 (a, c, d), 4 (a, c), 5, 6 (a, b)

    Chapter 4 # 1 , 2, 3, 10 (a, b, use SNK test for  b), 13 (a, b, d, SHK for d), 22, 23, 29 

    Chapter 14 # 5 , 7, 9, 10    		 Chapter 4: 4.1 ~4.2  R code for  Vascular Graft example

    vasgraft data

    R code for Latin square

    Chapter 14: 14.1 ~14.3  R code for Ch.14 nested designs w/ Purity and Gun-loading examples

    懸 賞結果揭曉～～～～ 掌聲鼓勵，拍拍拍！！！

    感 謝 王子軒 同學提供The Gum -Loading experiment 的正確 R語言程式碼！

    也 感謝 陳學蒲 同學 寫了個計算ANOVA 表各值 for Gun-Loading ex 的R function: testEMS

    purity data

    Handout for Gun Loading example 
    0509 0516 每組要有個代表上台講解作業題目一題. 
    開放選題目囉, 今天以前勾的以紅 色標記、沒被選過、不是第2章的題目，都可以選～～～採先選先贏制
    0523 Chapter 6#1, 2 (a, b), 15 (a, b, e, f), 17, 25 (a)
    Chapter 7 # 2, 3, 7, 8, 9, 21,  24, 25

    Chapter 8 # 10 (a, e), 12, 14, 22, 30 (a, b, c), 51(a)    		 Chapter 6: 6.1 ~6.5
    Chapter 7

    Chapter 8: 8.1 ~8.7
    0530 0606 每組要有個代表上台講解作業題目一題.  
    開放選題目囉, 第6,7,8章的，以紅 色標記的題目，都可以選～～～採先選先贏制
     
    Selected sections in the textbook (Montgomery, 8ed) for presentation:  0516 前請選定期末報告主題囉～～～採先選先贏（以 email時間計）制。。。。
    1.    3.4, 3.5.1~3.5.3.3: Model adequacy checking and (graphical) comparisons of treatment means (P. 80 ~ 91, 198) 
    2.    3.7, 13.4: Determining the sample size (P. 105~109, P. 587~588) and 4.2, 4.3: Replication of Latin squares, Graeco-Latin square designs (P. 163~168) 曾俊淵 組已選
    3.    9.1~9.2:   factorial designs (P. 394~407) 林皓翔 組已選，2019 年5月9日 下午7:30 收到email
    4.    9.3~9.4: Fractional replication of  designs (P. 408~415) 林啟銘 組已選
    5.    11.1~11.3: Response surface methodology (I) (P.478~500)
    6.    11.4: Response surface methodology (II) (P.500~520)
    7.    12.1~12.5: Robust designs (P.554~569)
    8.    13.6~13.7: Approximate F tests and topics on estimating variance components (P. 592~600) 朱育瑩 組已選，2019 年5月12日 下午10:11 收到email
    9.    14.4, 14.5.1~14.5.2: Split-plot, Split-Split-plot designs (P. 621~635)
    10.     3.3.4, 15.2~15.3 : Unbalanced data in a factorial design and analysis of covariance (P. 79, P. 652~676)


    20190219 First day of class

    Course Grade

    Homework課堂分 組討論方式作習題 (20%)    期 末分組報告（40％）Final (40%)

    參考書目：
    1. Applied Linear Statistical Models, 4th ed, Neter, Kutner, Nachtsheim and Wasserman, 1996, McGRAW-HILL International. 
    2. Experimental Designs, 2nd ed, Cochran and Cox, 1957,Wiley.
    3. The Design of Experiments, Mead, 1988, Cambridge.
    4. Statistical Designs Analysis of Experiments with Applications to Engineering and Science, Mason, Gunst and Hess, 1989, Wiley.
    5. Fundamental Concepts in the Design of Experiments, 5th ed, Hicks and Turner, 1999, Oxford.
    6. Design of experiments: Statitical principles of research design and analysis, 2nd ed, R. O. Kuehl
    7. Design and Analysis of Experiments, 8/ed, Montgomery, 2013, Wiley.（課本）


    Computing 
    1. R website (original, mirror @ Academia Sinica)
    2. Data Sets     Data Set in TXT   感謝天皇勞心勞力費神 的將.xls的資料檔拆解成個別的.txt檔！！！
    3. DAE
    4. R ClassRoom
    5. SimpleR (by John Verzani)
    6. Document Reader: Ghostview, Acrobat Reader

    Murray_0408

    Last modified: 20150224
    yltseng@mail.ndhu.edu.tw