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- pls-206 - applied-multivariate-modeling-in-agricultural-and-environmental-sciences
University of California-Davis Course Info
Davis, California•
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Course Info
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PLS 206
Applied Multivariate Modeling in Agricultural and Environmental Sciences
Multivariate linear and nonlinear models. Model selection and parameter estimation. Analysis of manipulative and observational agroecological experiments. Discriminant, principal component, and path analyses. Logistic and biased regression. Bootstrapping. Exercises based on actual research by UCD students.
Units: 4.0
Hours: Lecture—3 hour(s); Discussion—1 hour(s).
Prerequisites:
STA 108 - Applied Statistical Methods: Regression Analysis
or
STA 106 - Applied Statistical Methods: Analysis of Variance
or
PLS 205 - Experimental Design and Analysis
and
PLS 120 - Applied Statistics in Agricultural Sciences