Exploring polynomial, fractional polynomial, and spline models
1 Polynomial models 2 Fractional polynomial models 2.1 Finding optimal power Values in fractional polynomials 3 Spline models 3.1 Example 3.2 Challenges 3.3 Selection process for spline models 4 Citation The ability to accurately model and interpret complex data sets is paramount. This technical exploration delves into three sophisticated modelling techniques: - Polynomial Models, - Fractional Polynomials, and - Spline Models.
Each of these models serves as a fundamental tool in the statistical toolkit, enabling us to capture and understand the intricacies of linear and non-linear relationships inherent in real-world data.
Jan 19, 2024