Nonparametric Estimation of Measurement Error Models
Conditional Density Estimation with Covariate Measurement Error
Bandwidth Selector for Conditional Density Estimation with Covariate M...
Local Polynomial Estimators for Nonparametric Mean Regression
Cross-Validation Bandwidth Selector Using SIMEX for Nonparametric Mean...
Nonparametric Estimators for Nonparametric Mode Regression
Cross-Validation Bandwidth Selector for Nonparametric Mode Regression
Cross-Validation Bandwidth Selector Using SIMEX for Nonparametric Mode...
Provide nonparametric methods for mean regression model, modal regression and conditional density estimation in the presence/absence of measurement error. Bandwidth selection is also provided for each method. See Huang and Zhou (2017) <doi:10.1080/10485252.2017.1303060>, Zhou and Huang (2016) <doi:10.1214/16-EJS1210>, Huang and Zhou (2020) <doi:10.1214/20-EJS1688>, and Zhou and Huang (2019) <doi:10.1080/03610918.2017.1402044>.