A cross-sectional study of over 3,000 U.S. women found a non-linear link between a gut microbiota-based dietary index (DI-GM) ...

Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of linear regression with two-way ...

Approximately 20% of patients with stroke are anemic, and previous studies have identified a U-shaped relationship between hemoglobin levels and all-cause mortality in stroke survivors. However, these ...

Abstract: The estimation model for state of charge (SOC), which integrates model parameterization with filters, is characterized by elevated precision and robustness. However, unexpected noise ...

The following is a group Kaggle project using multiple linear regression models to predict housing prices in Ames, Iowa. The final Kaggle Score of all price predictions was 0.20623. In this study we ...

This type of regression model is called nonparametric ... The idea here is that the synthetic data does have an underlying, but complex, non-linear structure which can be predicted. All of the ...

derived from the traditional active flux model of permanent magnet synchronous motor (PMSM), which features a known regression term of speed. This advancement achieves nonlinear parameterization of ...

Applied Nonlinear Regression and Bayesian Inference techniques to analyze MEG brain responses from a simulated neuromarketing experiment. The project demonstrates proficiency in modeling complex ...