CEE 5174 : APPLIED ANALYTICS FOR ENVIRONMENTAL SCIENCE AND CIVIL ENGINEERING
Course Description :

Programing in multiple languages. Control structures for curating an manipulating data, user defined functions, publication quality graphics. Probability distributions, parametric and nonparametric bootstrapping. Nonparametric confidence bounds and prediction intervals for simple, multiple and generalized linear regression. Multivariate techniques including cluster analysis, classification and regression trees, principal component analysis, correspondence analysis, redundancy analysis, canonical correspondence analysis. Application to environmental scinece and engineering datasets.

Specific Course Objectives :
    Course Prerequisite :
    Graduate Level
    Hours & Credits :
    3H, 3C