A Small-Sample Modeling and Visualization on Statistical Methods
Wenjie You, JI Guo-li, Feng Qing · Shuxue de shijian yu renshi · 2013
With a class of high-dimensional small-sample data,Prediction models of small-sample are constructed using Hypothesis Test and Partial Least-Squares Regression(PLS) of statistical methods,which carried out variables selection on wilcoxon rank-sum test and variables compression dimension reduction on PLS.And small-sample modeling and visualization on statistical methods are achieved by the instance of DNA sequence classification,the results show that the modeling methods of small-samples have feasibility and stability.