Computer Weekly

Oxagile on predictive analytics: 3 types of regression algorithms you should know

The latest trends in software development from the Computer Weekly Application Developer Network. This is a guest post for the Computer Weekly Developer Network written by Yana Yelina in her role as ...
Houston Chronicle

Linear Regression Forecasting Method by Companies

It can be highly beneficial for companies to develop a forecast of the future values of some important metrics, such as demand for its product or variables that describe the economic climate. There ...
ascopubs.org

A Comparison of Logistic Regression Against Machine Learning Algorithms for Gastric Cancer Risk Prediction Within Real-World Clinical Data Streams

We trained models using logistic regression (LR) and four commonly used ML algorithms to predict NCGC from age-/sex-matched controls in two EHR systems: Stanford University and the University of ...
JSTOR Daily

Second-Derivative Functional Regression with Applications to Near Infra-Red Spectroscopy

Journal of the Royal Statistical Society. Series B (Statistical Methodology), Vol. 60, No. 1 (1998), pp. 103-114 (12 pages) A linear regression method to predict a scalar from a discretized smooth ...
JSTOR Daily

A Homotopy Algorithm for the Quantile Regression Lasso and Related Piecewise Linear Problems

We show that the homotopy algorithm of Osborne, Presnell, and Turlach (2000), which has proved such an effective optimal path following method for implementing Tibshirani's "lasso" for variable ...