Postgraduate Studies Courses Intelligent Transportation and Construction Management Systems
Statistical Modeling and Data Analysis
Instructor: Economou Polychronis
Course code: 6403
e-class: https://eclass.upatras.gr/courses/CIV1729/
Course content:

• Simple linear model
• Multiple linear regression
• Diagnostics and optimal model selection
• Analysis of variance (ANOVA)
• Nonlinear models
• Generalized Linear Models

The course will focus on statistical modeling in civil engineering  applications. Additionally, we will emphasize on the use of statistical packages (MINITAB, SPSS, and other) and the interpretation of results.



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