W. González-Manteiga

Latest

• Testing for linearity in scalar on function regression with responses missing at random
• A review of goodness-of-fit tests for models involving functional data
• A goodness-of-fit test for the functional linear model with functional response
• Goodness-of-fit tests for functional linear models based on integrated projections
• Estimation, imputation and prediction for the functional linear model with scalar response with responses missing at random
• Goodness-of-fit tests for the functional linear model based on randomly projected empirical processes
• Smoothing-based tests with directional random variables
• Functional principal component regression: An overview and a comparative study
• Parameter estimation of the functional linear model with scalar response with responses missing at random
• Testing parametric models in linear-directional regression
• Central limit theorems for directional and linear random variables with applications
• A goodness-of-fit test for the functional linear model with scalar response
• A test for directional-linear independence, with applications to wildfire orientation and size
• Exploring wind direction and SO$_2$ concentration by circular-linear density estimation
• Kernel density estimation for directional-linear data
• Measures of influence in the functional linear model with scalar response
• Influence in the functional linear model with scalar response
• Outlier detection in functional data by depth measures with application to identify abnormal NOx levels
• A functional analysis of NOx levels: Location and scale estimation and outlier detection