Topical Outline for 6650/8850 Statistical modeling in Environmental Sciences
Weeks 1-2 Factorial Design
All topics will be demonstrated using data sets from faculty members within the Department of Environmental Sciences so that students can see how these statistical modeling techniques can be directly applied within their field of study. These data sets will be incorporated into examples, problem sets, and exams.
Class will consist of lecture, 6 problem sets, and 3 exams (including final).
COURSE MODIFICATION
Originator
Ann Krause, akrause@utnet.utoledo.edu
Department
ENVIRONMENTAL SCIENCES
PRESENT
PROPOSED
Alpha Code
EEES-6650/8650
Title
Systems Ecology Statistical modeling in Environmental Sciences
Hours
4
Grading
Pre-requisites
EEES 3050, MATH 1760 EEES 6400/8400
Catalog Description
Theory and techniques of system analysis and mathematical modeling
applied to ecological problems
Statistical modeling techniques of factorial design and regression
applied to environmental problems
Reason for Change
To have the course focus on the integrative research of the department
instead of only focusing on ecology. Modeling methodologies taught will be different
to reflect this change in focus. These methodologies will be more broadly applicable,
thus it should attract more students.
Content Changed?
Yes:
Weeks 3-4 Unbalanced Factorial Design
Weeks 5-6 Multi-factorial Design
Weeks 7-8 Review of types of regression
Weeks 9-10 Analysis of Covariance
Weeks 11-12 Randomized Block Design
Weeks 13-14 Nested Design
Week 15 Random Factors in Factorial Design, including Repeated Samples