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Design of Experiments

STAT51400

Credit Hours: 3

Learning Objective:
A basic and broad understanding of experimental design.

Description:
A thorough and practical course in design and analysis of experiments for experimental workers and applied statisticians. SAS statistical software is used for analysis. Taken by graduate students from many fields.

Topics Covered:
Design fundamentals; completely randomized design, randomized complete blocks; latin square; multiclassification; factorial; nested factorial; incomplete block and fractional replications for 2n; 3n; 2m 3n, confounding; general mixed factorials; split plot; analysis of variance in regression models; optimum design.

Prerequisites:
Purdue STAT 512 Applied Regression Analysis or equivalent; previous knowledge of SAS not required but helpful; knowledge of regression and linear models helpful.

Applied/Theory: 70/30

Web Address:
http://www.stat.purdue.edu/~kuczek/stat514/

Web Content:
Notes, schedule, course information, handouts, homework, data sets, grades, SAS files, textbook errata.

Homework:
See webpage for problems and due dates.

Projects:
No project required.

Exams:
Two midterm exams. Both exams are given with time limits (class period).

Textbooks:
Official textbook information is now listed in the Schedule of Classes. NOTE: Textbook information is subject to be changed at any time at the discretion of the faculty member. If you have questions or concerns please contact the academic department.
Tentative: Design and Analysis of Experiments by M. Zhu; Montgomery and Douglas, 8th edition (ISBN: 978-1-1181-4692-7)

Computer Requirements:
ProEd minimum computer requirements and SAS or JMP.

ProEd Minimum Requirements: view

Tuition & Fees: view

Other Requirements:
Access to SAS software is important. The recommended form for accessing SAS is through Purdue's remote computing options. However, with the return of a filled-out license agreement from the class website, a temporary version of SAS can be shipped to you.

SEMESTERS

Fall 2018
Fall 2020
Fall 2022

CURRENT INSTRUCTOR(S)

T. B. D.

Phone
None

Email
proed@purdue.edu

Office
Campus
Building
Address
West Lafayette, IN 47907