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This screencast demonstrates using tidymodels, bootstrap resampling, and a binomial generalized linear model to estimate how the proportion of involuntary CEO departures changes over time. It uses CEO departure data to fit the model and calculate bootstrap confidence intervals.
Syllabus
Introduction
Data
Filtering
Visualization
Building the model
Model
Fit Binome
bootstrap confidence intervals
Histogram
Conclusion
Taught by
Julia Silge