How-To Geek on MSN

How to run R-style linear regressions in Python the easy way

If you have experience with R or want a quick way to generate a regression with statsmodels using a pandas DataFrame, you can ...
Lupus Science & Medicine

Detection rate, demographic associations and clinical implications of anti-C1q antibody elevations across diverse disease states

Background Anti-C1q autoantibodies can disrupt normal complement function, contributing to the formation of pathogenic immune ...
IEEE

Multivariate Monitoring Charts for Log-Binomial Regression

Abstract: The log-binomial regression model is an essential tool for performing relative risk regression to analyze binary outcomes. The Hotelling T2 Control Chart is an effective multivariate process ...
MIT Technology Review

How do AI models generate videos?

With powerful video generation tools now in the hands of more people than ever, let's take a look at how they work. MIT Technology Review Explains: Let our writers untangle the complex, messy world of ...
Scientific Research Publishing

Robins, J.M. and Rotnitzky, A. (1995) Semiparametric Efficiency in Multivariate Regression Models with Missing Data. Journal of the American Statistical Association, 90, 122-129.

ABSTRACT: This study investigates the persistent academic impacts of the Head Start program, a federal government-funded early childhood intervention, using data from the Early Childhood Longitudinal ...
IEEE

Incorporating Sediment Effects Into Seafloor Topographic Inversion via Coefficient-Constrained Multivariate Regression

Abstract: Currently, research on seafloor topographic inversion primarily focuses on various gravity data and inversion methods, while little attention has been given to the seafloor sediment effects.
Backstage

Just Do It: How to Become a Nike Model in 7 Sporty Steps

There are few activewear brands as well known across the globe as Nike. Its Just Do It campaigns, featuring fitness models, professional athletes, and celebrities, are seen year-round on nearly every ...
SciELO

TECHNOLOGICAL ADVANCES IN ELECTROPLATING: ARTIFICIAL INTELLIGENCE TO PREDICT ZINC COATING THICKNESS ON SAE 1008 LOW CARBON STEELS

This study presents an artificial intelligence (AI)-based approach for predicting the thickness of electrodeposited zinc coatings on low carbon steel. The thickness of the coating is directly related ...
Scientific Research Publishing

Green, S.B. (1991) How Many Subjects Does It Take to Do a Regression Analysis. Multivariate Behavioral Research, 26, 499-510.

ABSTRACT: This article critically assessed the validity of five multiple linear regression models across three separate studies. The first examined the cytotoxic properties of ...
BMJ

Top 10 statistical pitfalls: a reviewer’s guide to avoiding common errors

Milestone articles have highlighted the frequency and types of statistical errors in research,1–5 yet fundamental errors persist across various disciplines. With a background in biostatistics and over ...
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Multivariate Linear Regression from Scratch in C++

Learn how to build a multivariate linear regression model step by step—no libraries, just pure C++ logic! Mary Trump issues warning on long-term impact of Donald Trump move I Built a 1500HP Big Block ...