Splitknockoff
Vignette for Splitknockoff | Introduction | Key function | function involved frequently | For reproduction of the simulation, you can see the code as the following. | simulation details | Install all the packages and library them. | set the parameter for the simulation | generate D and X | package mvtnorm needed for this generation, please install it in advance | generate beta and gamma | generate noise and y | key step | for Figure 2a, 2b, 2d, 2e, 2g and 2h of the paper simulation | Alzheimer’s Disease application | Disclose important lesion regions in brains associated with the disease | Connections between neighboring regions of high contrast variations during disease progression. | For your consideration