BACKGROUND: Despite strong guideline recommendations for cardiac rehabilitation (CR) following an acute myocardial infarction ...

This is a Python copying activity record for Chapter 2 "First Steps in Multiple Regression Analysis" of the book "Introduction to Multivariate Analysis". This is a copying series where we learn the ...

This series is a Python copy of the book "Introduction to Multivariate Analysis" (Tokyo Tosho, referred to as the "textbook"). 📗 Vol. 3 ② Goodness of Fit, Standardized Partial Regression Coefficients ...

Assessing multivariate normality is a fundamental prerequisite in many statistical analyses, including multivariate regression, principal component analysis and discriminant analysis. A broad spectrum ...

pwtools is a Python package for pre- and postprocessing of atomistic calculations, mostly targeted to Quantum Espresso, CPMD, CP2K and LAMMPS. It is almost, but not quite, entirely unlike ASE, with ...

ABSTRACT: In this paper, the problem of Nonparametric Estimation of Finite Population Totals in high dimensional datasets is considered. A robust estimator of the Finite Population Total based on ...

Compared to conventional photon-based radiotherapy, proton therapy offers the advantage of a pronounced dose maximum at the Bragg peak, which can be tailored to a predefined tumour volume while ...

Cognitive tasks engage multiple brain regions. Studying how these regions interact is key to understand the neural bases of cognition. Standard approaches to model the interactions between brain ...

Abstract: We have introduced a novel multivariate regression model, called General Nk Hidden Multi-Layer Feed Forward Neural Network Model. The model prediction power comes essentially from a ...