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Building Linear Mixed Models Using JMP® Pro
Presenter: Jian Cao
Overview and Random Coefficients Models
See how to build a Random Coefficients Model to determine the effect of moisture on winter wheat. Learn how to use Profilers, Residual Plots, Covariance Matrices, marginal distributions and conditional distributions to understand the model.
Repeated Measures and Panel Data Models
See how to allow errors to be correlated by building a Repeated Measures model to evaluate the effect of a new drug on lowering cholesterol, and get tips and tricks for using this approach. The presenter builds a Panel Data Model that controls for unobserved individual homogeneity to determine if there is any wage gain associated with being a trade union member.
See how to build and compare several geospatial models to evaluate water movements at a potential waste management site. The presenter chooses this approach because the investigators want to determine if the geographic location of samples affects the samples in some way.