--- a +++ b/man/INDEED.Rd @@ -0,0 +1,41 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/INDEED.R +\docType{package} +\name{INDEED} +\alias{INDEED} +\title{INDEED: A network-based method for cacner biomarker discovery.} +\description{ +The INDEED R package provides important functions as shown below: +non_partial_cor(), select_rho_partial(), partial_cor(), and network_display(). +} +\section{non_partial_cor function}{ + +non_partial_cor function performs typical correlation analysis +based on user input data, class label, p-value, sample id, +number of permutations, and the method (default pearson) +p value is optional, +the result of score table and differential network will be returned +} + +\section{select_rho_partial function}{ + +select_rho_partial function preprocesses data for partical correlation analysis, +the result contains list of preprocessed data and rho values and +error plot for user to choose desired rho value for graphical lasso +} + +\section{partial_cor function}{ + +partial_cor function performs partical correlation analysis +based on user input preprocessed list from select_rho_partial step +and the rho choosing method or values of their choice +and number of permutations (default 1000), p-value is optional, +the result of score table and differential network will be returned +} + +\section{network_display function}{ + +A function to assist in the network visualization of the result from INDEED functions +non_partial_cor() and patial_cor(). +} +