Nonparametric regression encompasses a class of statistical methods designed to estimate relationships between variables without assuming a predetermined functional form. By allowing the data to ...

Robust statistical inference aims to produce reliable conclusions when standard assumptions are violated, for instance through outliers or model misspecification. By incorporating divergence ...

Introduces exploratory data analysis, probability theory, statistical inference, and data modeling. Topics include discrete and continuous probability distributions, expectation, laws of large numbers ...

In the 21st century, artificial intelligence (AI) has emerged as a valuable approach in data science and a growing influence in medical research, 4-6 with an accelerating pace of innovation. This ...