Generalized Additive Models

Summary

Scientists are increasingly faced with complex, high dimensional data, and require flexible statistical Statistical Learning, featuring Deep Learning, Survival Analysis and Multiple Testing Trevor Hastie, Professor of Statistics and ... Are you confused between Generalized Linear Models (GLMs) and How will the model extrapolate? (GAMs) are a flexible class of statistical In any customer-facing business, accurately predicting demand ahead of time is of paramount importance*. Workforce capacity ... A presentation for data scientists. We start by discussing the need for simple and interpretable In this video, we'll discuss two more tools, local regression and This short lecture offers an alternative to the p-value: deviance explained in GAM Nicholas Clark (University of Queensland) presented on Ecological Forecasting with Dynamic