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  3. HR Analytics: Exploring Employee Data in R

Exercise

Performance ratings: a simple logistic regression

Since high_performer is a binary variable, you'll need to use logistic regression to test whether men are statistically more likely to be labeled high performers in this dataset, even when job level is taken into account.

Do a warm-up by running a simple logistic regression without adding in job level.

Instructions 1/4

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  • Using glm(), run a simple logistic regression to test whether men are statistically more likely to be labeled high performers in this dataset. Assign the result to logistic_simple.