Local depth is a way of "localizing" the idea of data depth.

Program 1: Maximum kernelized spatial depth.

Link to Program1 -KSPD_2class_27_07_2011.r

Program 2: Generalized kernelized spatial depth.

Link to Program2 - KSPD_09_04_11_Jclass.r

Program 3: Generalized localized spatial depth.

Link to Program3 - LSPD_09_04_11_Jclass.r