R/pskellam.sp.R

In pmb59/CexoR: An R package to uncover high-resolution protein-DNA interactions in ChIP-exo replicates

#--------------------------------------------------------------------------
# pskellam.R and pskellam.sp.R within directory R/ are under GPL(≥2) license
#--------------------------------------------------------------------------
#    skellam: Skellam distribution. 
#
#    Copyright (C) 2009  Jerry W. Lewis
#
#    This program is free software; you can redistribute it and/or modify
#    it under the terms of the GNU General Public License as published by
#    the Free Software Foundation; either version 2 of the License, or
#    any later version.
#
#    This program is distributed in the hope that it will be useful,
#    but WITHOUT ANY WARRANTY; without even the implied warranty of
#    MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
#    GNU General Public License for more details.


pskellam.sp <- function(q, lambda1, lambda2=lambda1, lower.tail=TRUE, log.p=FALSE) {
 # Luganni-Rice saddlepoint CDF with Butler's 2nd continuity correction
    if (missing(q)|missing(lambda1)) stop("first 2 arguments are required")
    if (lower.tail) {
        xm <- -floor(q)-0.5                                     # continuity corrected x
       # distribution specific variables
        s <- log(0.5*(xm+sqrt(xm^2+4*lambda2*lambda1))/lambda2) # the saddlepoint
        K <- lambda2*(exp(s)-1)+lambda1*(exp(-s)-1)             # CGF(s)
        K2 <- lambda2*exp(s)+lambda1*exp(-s)                    # CGF''(s)
       # code depending on distribution only through previous variables
        u2 <- 2*sinh(0.5*s)*sqrt(K2)
        w2 <- sign(s)*sqrt(2*(s*xm-K))
        ret <- pnorm(-w2)-dnorm(w2)*(1/w2-1/u2)
       # avoid numeric problems near the removable discontinuity
        xe <- (xm+(lambda1-lambda2))/sqrt(lambda1+lambda2)
        g1 <- (lambda1-lambda2)/(lambda1+lambda2)^1.5
        ew <- abs(xe) < 1e-4
        ret[ew] <- (pnorm(-xe)+dnorm(xe)*g1/6*(1-xe^2))[ew]
    } else ret <- pskellam.sp(-q-1,lambda2,lambda1)
    if (log.p) log(ret) else ret
}