Nonparametric functional data analysis encompasses statistical methods for data represented as continuous curves or functions rather than scalar or vector measurements. These techniques avoid rigid ...

Linear models, generalized linear models, and nonlinear models are examples of parametric regression models because we know the function that describes the relationship between the response and ...

This short course will provide an overview of non-parametric statistical techniques. The course will first describe what non-parametric statistics are, when they should be used, and their advantages ...