March 2025 - 3 D Statistical Learning

Mar 29,2025

Making SAS Accessible to Everyone – Edition 1: A Complete Guide to Accessing and Learning SAS for Free

Introduction SAS (Statistical Analysis System) is a leading software for data analysis, statistical modeling, and machine learning, widely used in academia and industry. However, many believe SAS is inaccessible due to its high licensing costs.…

3 D Statistical Learning

Mar 29,2025

Neural Networks vs. Random Forests: A Practical Guide for Machine Learning Practitioners

I. Introduction Machine learning has evolved significantly, with Neural Networks (NNs) and Random Forests (RFs) being two widely used algorithms. While deep learning dominates in many areas, Random Forests often excel in structured data applications.…

3 D Statistical Learning

Mar 23,2025

Fusing Machine Learning in R: Late Integration Predictive Modeling with fuseMLR

Introduction Recent technological advances have enabled the simultaneous collection of multi-omics data, i.e., different types or modalities of molecular data across various organ tissues of patients. For integrative predictive modeling, analyzing such data presents several…