InfoQ

Scikit-learn 1.0 Supports Spline Transformers, Quantile Regression and Improved Plotting API

A monthly overview of things you need to know as an architect or aspiring architect. Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with ...
Nature

Comparison of multivariate adaptive regression splines and logistic regression in detecting SNP–SNP interactions and their application in prostate cancer

Single nucleotide polymorphism (SNP) interaction plays a critical role for complex diseases. The primary limitation of logistic regressions (LR) in testing SNP–SNP interactions is that coefficient ...
Simon Fraser University

SPLINE and MSPLINE Transformations

The missing portions of variables subjected to SPLINE or MSPLINE transformations are handled the same way as for OPSCORE, MONOTONE, UNTIE, and LINEAR transformations (see the previous section). The ...
Simon Fraser University

Example 65.1: Using Splines and Knots

This example illustrates some properties of splines. Splines are curves, which are usually required to be continuous and smooth. Splines are usually defined as piecewise polynomials of degree n with ...
Nature

Nonparametric Regression Techniques in Statistical Inference

Nonparametric regression encompasses a class of statistical methods designed to estimate relationships between variables without assuming a predetermined functional form. By allowing the data to ...