K-nearest neighbor classifier (k-NN) is a nonparametric approach for classification. It does not require the priori knowledge such as priori probabilities and the conditional probabilities. It operates directly towards the samples and is categorized

基于非参数直方图模型的鲁棒说话人识别算法-Histogram model based on nonparametric robust speaker recognition

Nonparametric Methods for Longitudinal Data Analysis 代码-Nonparametric Methods for Longitudinal Data Analysis Codes