Among 1,686 pediatric cancer diagnoses, 184 (10.9%) occurred in children with HIV. Kaposi sarcoma (KS) accounted for 96% of cases. The cumulative incidence of HIV-associated malignancies fell from 4.7 ...

Linear regression is the most fundamental machine learning technique to create a model that predicts a single numeric value. One of the three most common techniques to train a linear regression model ...

The recent release of the rcssci R package represents a significant advancement in the way researchers visualize and analyze complex relationships between continuous variables and their outcomes. The ...

Based on the compounding mechanism, a unique discrete probability distribution is investigated in this paper. The Poisson distribution is mixed with a lifetime model called as the Fav-Jerry model. The ...

Objective: To estimate the association between exposure to particulate matter with less than 10u of aerodynamic diameter (PM 10) and hospital admissions due to acute respiratory diseases in children.

The goal of a machine learning regression problem is to predict a single numeric value. Poisson regression is a specific technique that can be used when the problem data is approximately Poisson ...

Abstract: Assumptions play a pivotal role in the selection and efficacy of statistical models, as unmet assumptions can lead to flawed conclusions and impact decision-making. In both traditional ...

5 Xiamen Cardiovascular Hospital, School of Medicine, Xiamen University, Xiamen, China 6 Shanghai Sixth People’s Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, ...

Importance: Men with limited life expectancy (LE) have historically been overtreated for prostate cancer despite clear guideline recommendations. With increasing use of active surveillance, it is ...