Effect of High Dimension : by an Example of a Two Sample Problem

With the rapid development of modern computing techniques, statisticians are dealing with data with much higher dimension. Consequently, due to their loss of accuracy or power, some classical statistical inferences are being challenged by non-exact approaches. The purpose of this paper is to point out and brie y analyze such a phenomenon and to encourage… CONTINUE READING