SMHS LinearModeling QC

SMHS Linear Modeling - Quality Control

Discussion of data Quality Control (QC) and Quality Assurance (QA) which represent important components of data-driven modeling, analytics and visualization.

Multiple Linear Regression

Review and demonstration of computing and visualizing the regression-model coefficients (effect-sizes), (fixed-effect) linear model assumptions, examination of residual plots, and independence.

Linear mixed effects analyses

Scientific inference base don fixed and random effect models, assumptions, and mixed effects logistic regression.

SMHS Linear Modeling - Machine Learning Algorithms

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• SOCR Home page: http://www.socr.umich.edu

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