analytics11 min read
Infant Attrition: Using Survival Analysis and Logistic Regression to Reduce Early Turnover
Analyze first-90-day attrition with Kaplan-Meier curves and logistic regression. Identify onboarding risk factors and build early intervention programs.
analytics10 min read
Applying Time Series Analysis to Forecast Attrition: Predict Turnover Before It Happens
Use ARIMA and seasonal decomposition to forecast employee attrition trends. A practical guide to data prep, model selection, and workforce planning.
analytics9 min read
Logistic Regression for Building an Attrition Risk Model: A Practical HR Guide
Learn how to build an attrition risk model using logistic regression. Step-by-step guide covering feature selection, odds ratios, and HR interventions.