Firth penalization reduces small-sample bias and produces finite estimates even when standard MLE fails due to (quasi-)complete separation or monotone likelihood. Standard maximum-likelihood logistic ...

In today’s AI-driven world, AI tools for data analysis have supercharged the ability to extract meaningful insights from vast datasets. Traditional data analysis methods are often slow and struggle to ...

Stocks in the Chinese stock market can be divided into ST stocks and normal stocks, so to prevent investors from buying potential ST stocks, this paper first performs SMOTEENN oversampling data ...

Research shows vitamin D supplements may help reduce peripheral neuropathy; the findings may be especially relevant for Black cancer patients.

Patient Portals to Elicit Essential Patient-Reported Elements of Communication Supporting Person-Centered Oncologic Care: A Pilot Study of the PERSON Approach By implementing ePRO for symptom ...

Globally, the prevalence of mental health problems, especially depression, is at an all-time high. The objective of this study is to utilize machine learning models and sentiment analysis techniques ...