Conditional Quantile Analysis When Covariates are Functions, with Application to Growth Data
Conditional Quantile Analysis When Covariates are Functions, with Application to Growth Data
Summary Motivated by the conditional growth charts problem, we develop a method for conditional quantile analysis when predictors take values in a functional space. The method proposed aims at estimating conditional distribution functions under a generalized functional regression framework. This approach facilitates balancing of model flexibility and the curse of …