Topic: I'll cover elastic net, lasso, and ridge approaches (which are regularized regression approaches). These approaches work well for continuous data like cognitive function. I'll also review the following topics: feature reduction approaches, cross-validation, preprocessing, hyperparameter optimization, and a basic implementation in R. Join Zoom Meeting: https://pitt.zoom.us/j/92087936103 Meeting ID: 920 8793 6103
Topic: How to use information extracted from the literature for causal inference. Join Zoom Meeting: https://pitt.zoom.us/j/92087936103 Meeting ID: 920 8793 6103
Topic: Big Data Analytics: Basics of data visualization in R https://www.amazon.com/Data-Visualization-Introduction-Kieran-Healy/dp/0691181616 Join Zoom Meeting: https://pitt.zoom.us/j/92087936103 Meeting ID: 920 8793 6103
Visit with Other T32 – Topic to Be Determined
Topic: EPI Methods: Conceptual intro to time-varying effects modeling. Join Zoom Meeting: https://pitt.zoom.us/j/92087936103 Meeting ID: 920 8793 6103
Topic: Neuroscience: Structural equations analysis of personality and cardiometabolic factors that predict cognitive function in older age. Join Zoom Meeting: https://pitt.zoom.us/j/92087936103 Meeting ID: 920 8793 6103
Topic: EPI Methods: Quantitative Bias Analysis Join Zoom Meeting: https://pitt.zoom.us/j/92087936103 Meeting ID: 920 8793 6103
Topic: Neuroscience: Self-reported energy in Aging. Join Zoom Meeting: https://pitt.zoom.us/j/92087936103 Meeting ID: 920 8793 6103
