Data Science, Variance, A B Testing, LinkedIn.
a feature helped people get jobs — the job pipeline can last months. They implemented a surrogate metric that leverages application data to forecast whether a user will get a job. The predicted values and true values showed an R² of 0.69. Prior to correcting the variance, they saw that 30 out of