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日期:2018-04-23 08:41

Requirements for Stat/ME 424 Class Project

• This is an individual project. You cannot join forces with anyone else in the class,

but (if you wish) you can collaborate with someone in your lab or research team.

• The basic requirement is you need to both design and analyze an experiment

with three or four factors. The factors can be either treatment or blocking. You

can either conduct an everyday life experiment like baking some nice cookies, a

scientific experiment like improving steel stamping process or an experiment in

the digital space. Do not attempt to conduct any scientific experiments if you do

not have the necessary resources. No $ will be provided by Peter for your project.

But Peter is always available for suggestions.


• The data for your experiment must be collected by you. If possible, you may

assume each of the factors in your experiment has two levels and then use a full

factorial design at 2 levels in Chapter 4 of the textbook. If this choice does not

work for your experiment, you may choose another design from the textbook with

three or four factors.

• You need to model and analyze your experimental data using some statistical

techniques like ANOVA analysis and multiple-comparison procedures. Provide

some discussions of your statistical analysis results.

• Please e-mail me your project proposal by 6:00pm March 23. Penalty for late

proposal. Use either Word or pdf format in 1 page. Mention the following:

description of your experiment, the names of factors and their levels and the name

of response, choice of statistical design, and a rough description of what statistical

analysis you will perform when data are available. Once I receive your proposal, I

will approve/disprove it soon. You are encouraged to submit your proposal before

the deadline.

• Please e-mail to (peter.chien@wisc.edu) your final project report (with the e-mail

subject and file name format 424 Project: the last name and the initial of the first

name) by 6:00pm May 9. Use either Word or pdf format in 10 pages. Include an

Appendix for additional materials if you have. No late report will be accepted.

Learning goals of this project:

Grasps the essence of the scientific question and communicates the results of the

analysis clearly.

Develops an appropriate statistical strategy, such as utilizing an appropriate

experimental design and collecting relevant data.

Identifies and properly addresses the assumptions underlying the statistical strategy,

producing reliable estimates of uncertainty.

Utilizes statistical computing software to produce informative plots and

statistical summaries and tables.

Critically addresses the limitations of the study and the statistical conclusions.

E-mail or talk to me if you have any questions. Hope you will enjoy your project. One

sample project report from the past has been posted at learn@uw.


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