NTHU STAT 6681 - Multistratum Randomized Experiments

NTHU STAT 6681

Design and Analysis of Multistratum Randomized Experiments

多階層隨機化實驗之設計與分析

清華大學統計所

Feb ~ Jun 2007

Notes

(Jun 28) 學期總成績

(Jun 5) 6/19上課日適逢端午節放假, 停課一次

(Jun 5) 期末報告注意事項

(May 29) 6/12的課改至6/20下午2:00-5:00

(May 22) 修課同學請於5/29前選定期末報告之論文, 以及報告日期 (6/12 or 6/26)

(Mar 13) 上課教室改回 綜合三館 room 840

(Mar 9) Some references have been added in Syllabus

(Feb 27) 因原上課地點之投影機遭竊, 上課教室暫改至 綜合三館 room 839

Syllabus
Webpage associated with the book Design of Comparative Experiments by R. A. Bailey.
Lecture (You need to download and install Adobe Reader for reading the lecture notes.)

Lecture Notes

01

Introduction and Basic Structure of Experimental Designs

(Feb 27) (Mar 06) (Mar 13)

02

Plot Structure: No Structure Case

(Mar 13) (Mar 20) (Mar 27) (Apr 03)

03

Nesting Plot Structure and Randomized Complete Block Design

(Apr 10) (Apr 17) (Apr 24)

04

Crossing Plot Structure and Row-Column Design

(May 1)

05

Plot Structure: Iterated Nesting and Crossing

(May 8) (May 15)

06

Factorial Treatment Structure: Design Key

(May 22) (May 29)

07

Split-Plot Designs and Strip-Plot Designs

(May 29) (Jun 5)

Final presentation

　

paper
presenter date
electronic slide

01

Bailey, R.A. (1977), "Patterns of Confounding in Factorial Designs," Biometrika, 64, p.597-603
彭健育 6/20
slide

02

Mcleod, R.G., and Brewster, J.F. (2004), "The Design of Blocked Fractional Factorial Split-Plot Experiments," Technometrics, 46, p.135-146
趙安國 6/26
slide

03

Bingham, D., and Sitter, R.R. (1999), "Minimum-Aberration Two-Level Fractional Factorial Split-Plot Designs," Technometrics, 41, p.62-70
張明中 6/26
slide

04

Mee, R.W., and Bates, R.L. (1998), "Split-Lot Designs: Experiments for Multistage Batch Processes," Technometrics, 40, p.127-140
周伯彥 6/20
slide

05

Miller, A. (1997), "Strip-Plot Configurations of Fractional Factorials," Technometrics, 39, p.153-161
楊惇昱 6/26
slide

06

McLeod, R.G., and Brewster, J.F. (2006), "Blocked Fractional Factorial Split-Plot Experiments for Robust Parameter Design," Journal of Quality Technology, 38, p.267-279
陳意婷 6/20
slide

07

Webb, D.F., Lucas, J.M., and Borkowski, J.J. (2004), "Factorial Experiments When Factor Levels Are Not Necessarily Reset," Journal of Quality Technology, 36, p.1-11
蘇靖元 6/26
slide

08

Kowalski, S.M. (2002), "24 Run Split-Plot Experiments for Robust Parameter Design," Journal of Quality Technology, 34, p.399-410
陳鍚慧 6/20
slide

09

Loeppky, J.L., and Sitter, R.R. (2002), "Analyzing Unreplicated Blocked or Split-Plot Fractional Factorial Designs," Journal of Quality Technology, 34, p.229-243
方心伶 6/20
slide

10

Ju, H.L, and Lucas, J.M. (2001), "L^k Fractorial Experiments with Hard-To-Change and Easy-To-Change Factors," Journal of Quality Technology, 34, p.411-421
林侑廷 6/26
slide

11

Bingham, D., and Sitter, R.R. (2001), "Design Issues in Fractional Factorial Split-Plot Experiments," Journal of Quality Technology, 33, p.2-15
詹昱宏 6/26
slide

Notes
(Jun 28)	學期總成績
(Jun 5)	6/19上課日適逢端午節放假, 停課一次
(Jun 5)	期末報告注意事項
(May 29)	6/12的課改至6/20下午2:00-5:00
(May 22)	修課同學請於5/29前選定期末報告之論文, 以及報告日期 (6/12 or 6/26)
(Mar 13)	上課教室改回綜合三館 room 840
(Mar 9)	Some references have been added in Syllabus
(Feb 27)	因原上課地點之投影機遭竊, 上課教室暫改至綜合三館 room 839

Lecture Notes
01	Introduction and Basic Structure of Experimental Designs	(Feb 27) (Mar 06) (Mar 13)
02	Plot Structure: No Structure Case	(Mar 13) (Mar 20) (Mar 27) (Apr 03)
03	Nesting Plot Structure and Randomized Complete Block Design	(Apr 10) (Apr 17) (Apr 24)
04	Crossing Plot Structure and Row-Column Design	(May 1)
05	Plot Structure: Iterated Nesting and Crossing	(May 8) (May 15)
06	Factorial Treatment Structure: Design Key	(May 22) (May 29)
07	Split-Plot Designs and Strip-Plot Designs	(May 29) (Jun 5)

	paper	presenter	date	electronic slide
01	Bailey, R.A. (1977), "Patterns of Confounding in Factorial Designs," Biometrika, 64, p.597-603	彭健育	6/20	slide
02	Mcleod, R.G., and Brewster, J.F. (2004), "The Design of Blocked Fractional Factorial Split-Plot Experiments," Technometrics, 46, p.135-146	趙安國	6/26	slide
03	Bingham, D., and Sitter, R.R. (1999), "Minimum-Aberration Two-Level Fractional Factorial Split-Plot Designs," Technometrics, 41, p.62-70	張明中	6/26	slide
04	Mee, R.W., and Bates, R.L. (1998), "Split-Lot Designs: Experiments for Multistage Batch Processes," Technometrics, 40, p.127-140	周伯彥	6/20	slide
05	Miller, A. (1997), "Strip-Plot Configurations of Fractional Factorials," Technometrics, 39, p.153-161	楊惇昱	6/26	slide
06	McLeod, R.G., and Brewster, J.F. (2006), "Blocked Fractional Factorial Split-Plot Experiments for Robust Parameter Design," Journal of Quality Technology, 38, p.267-279	陳意婷	6/20	slide
07	Webb, D.F., Lucas, J.M., and Borkowski, J.J. (2004), "Factorial Experiments When Factor Levels Are Not Necessarily Reset," Journal of Quality Technology, 36, p.1-11	蘇靖元	6/26	slide
08	Kowalski, S.M. (2002), "24 Run Split-Plot Experiments for Robust Parameter Design," Journal of Quality Technology, 34, p.399-410	陳鍚慧	6/20	slide
09	Loeppky, J.L., and Sitter, R.R. (2002), "Analyzing Unreplicated Blocked or Split-Plot Fractional Factorial Designs," Journal of Quality Technology, 34, p.229-243	方心伶	6/20	slide
10	Ju, H.L, and Lucas, J.M. (2001), "L^k Fractorial Experiments with Hard-To-Change and Easy-To-Change Factors," Journal of Quality Technology, 34, p.411-421	林侑廷	6/26	slide
11	Bingham, D., and Sitter, R.R. (2001), "Design Issues in Fractional Factorial Split-Plot Experiments," Journal of Quality Technology, 33, p.2-15	詹昱宏	6/26	slide