Advanced Compensation Analytics and Modeling Questions

Focuses on technical and statistical approaches used for in depth compensation analysis. Topics include designing and validating multivariate regression models for pay equity, building predictive models for turnover and retention impact, cost benefit modeling of compensation programs, scenario and sensitivity analysis, variable selection and transformation, dealing with missing data, diagnosing multicollinearity and other model issues, and translating statistical outputs into clear, actionable recommendations for stakeholders.