Visual Studio Magazine

Linear Regression Using JavaScript

Dr. James McCaffrey presents a complete end-to-end demonstration of linear regression using JavaScript. Linear regression is the simplest machine learning technique to predict a single numeric value, ...
GitHub

[Feature Request]: Table of excluded variables in stepwise linear regression

When conducting a stepwise linear regression, I would like for JASP to generate a table with variables that were excluded from the final model. Something like SPSS does via the 'excluded variables' ...
Visual Studio Magazine

Linear Regression with Two-Way Interactions Using C#

Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of linear regression with two-way interactions between predictor variables. Compared to standard linear ...
Scientific Research Publishing

Boente, G., Rodriguez, D. and Vena, P. (2019) Robust Estimators in a Generalized Partly Linear Regression Model under Monotony Constraints. TEST, 29, 50-89.

ABSTRACT: We consider the partially linear multiplicative model with monotonic constraint for the analysis of positive response data. We propose a constrained least ...
jnis.bmj

Statistical principles in neurointervention part 2. Multivariable analysis: generalized linear models, modification, confounding, and mediation

Neurointervention is a highly specialized area of medicine and, as such, neurointerventional research studies are often more challenging to conduct, require large, multicenter efforts and longer study ...
Scientific Research Publishing

Green, P.J. and Silverman, B.W. (1993) Nonparametric Regression and Generalized Linear Models: A Roughness Penalty Approach. CRC Press.

ABSTRACT: In this work, we seek the relationship between the order of the polynomial model and the number of knots and intervals that we need to fit the splines regression model. Regression models ...
The Heritage Foundation

Evidence Emergency Room Visits Due to Abortion Complications Have Increased Since the FDA Removed the In-Person Dispensing Requirement for the Abortion Pill

Jonathan is a Policy Analyst in the Center for Data Analysis at The Heritage Foundation. Based on the available data, there is significant evidence that the FDA’s removal of the in-person dispensing ...
IEEE

Enabling Privacy-Preserving Parallel Computation of Linear Regression in Edge Computing Networks

Abstract: Linear regression is a classical statistical model with a wide range of applications. The function of linear regression is to predict the value of a dependent variable (the output) given an ...