# Raw moments of the GAL distribution # # Author: Francois Pelletier # # LGPL 3.0 ############################################################################### #' Raw moments of the GAL distribution #' @param order Order of raw moment #' @param param Parameter vector #' @param type Choose between "mu" or "kappa" parametrization #' @param log Logical for log-parameters #' @return A numeric value of the raw moment #' @export mGAL #' @author Francois Pelletier mGAL <- function(order,param,type="mu",log=FALSE) { testparGAL(param,type,log) if(log) { return(mGAL(order,exp(param),type,log=FALSE)) } else { if(type=="mu") { if(order==1) { return(param[1]+param[4]*param[3]) } if(order==2) { return(param[1]^2+2*param[1]*param[4]*param[3]+param[4]^2*param[3]^2+ param[4]*param[2]^2+param[4]*param[3]^2) } if(order==3) { return(3*param[1]*param[4]*param[2]^2+3*param[1]^2*param[4]*param[3]+ 3*param[1]*param[4]^2*param[3]^2+param[1]^3+ 3*param[1]*param[4]*param[3]^2+param[4]^3*param[3]^3+ 3*param[4]^2*param[3]*param[2]^2+3*param[4]^2*param[3]^3+ 3*param[4]*param[2]^2*param[3]+2*param[4]*param[3]^3) } if(order==4) { return(6*param[1]^2*param[4]*param[3]^2+18*param[4]^2*param[3]^2*param[2]^2+ 12*param[4]*param[2]^2*param[3]^2+ 12*param[1]*param[4]*param[2]^2*param[3]+4*param[1]^3*param[4]*param[3]+ 8*param[1]*param[4]*param[3]^3+12*param[1]*param[4]^2*param[3]*param[2]^2+ 6*param[1]^2*param[4]^2*param[3]^2+param[1]^4+ 6*param[1]^2*param[4]*param[2]^2+param[4]^4*param[3]^4+ 6*param[4]^3*param[3]^2*param[2]^2+6*param[4]^3*param[3]^4+ 3*param[4]^2*param[2]^4+11*param[4]^2*param[3]^4+ 3*param[4]*param[2]^4+6*param[4]*param[3]^4+ 12*param[1]*param[4]^2*param[3]^3+4*param[1]*param[4]^3*param[3]^3) } else stop("order must be 1,2,3 or 4") } if(type=="kappa") { if(order==1) { return((1/2)*(param[4]*param[2]*sqrt(2)-param[4]*param[2]*sqrt(2)*param[2]^2+2*param[1]*param[2])/param[2]) } if(order==2) { return((1/2)*(-2*param[1]*param[4]*param[2]*(param[2]+1)*(param[2]-1)*param[2]*sqrt(2)+ param[4]*param[2]^2*(param[4]+1)*param[2]^4+(-2*param[4]^2*param[2]^2+2*param[1]^2)*param[2]^2+ param[4]*param[2]^2*(param[4]+1))/param[2]^2) } if(order==3) { return((1/4)*(-(param[2]-1)*param[4]*param[2]*(param[2]+1)*(((-2*param[2]^2+1+param[2]^4)*param[4]+ 2*param[2]^2+2*param[2]^4+2)*(param[4]+1)*param[2]^2+ 6*param[1]^2*param[2]^2)*sqrt(2)+(6*(param[4]*((-2*param[2]^2+1+param[2]^4)*param[4]+ param[2]^4+1)*param[2]^2+(2/3)*param[1]^2*param[2]^2))* param[2]*param[1])/param[2]^3) } if(order==4) { return(1/4*(4*param[1]^4*param[2]^4+param[4]^4*param[2]^4+6*param[4]^3*param[2]^4+11*param[4]^2*param[2]^4+6*param[4]*param[2]^4-24*param[4]^2*param[2]^4*param[1]^2*param[2]^2+12*param[4]^2*param[2]^2*param[1]^2*param[2]^2+12*param[4]^2*param[2]^6*param[1]^2*param[2]^2+12*param[4]*param[2]^6*param[1]^2*param[2]^2-4*param[4]^4*param[2]^4*param[2]^2+6*param[4]^4*param[2]^4*param[2]^4-4*param[4]^4*param[2]^4*param[2]^6+param[4]^4*param[2]^4*param[2]^8-12*param[4]^3*param[2]^4*param[2]^2+12*param[4]^3*param[2]^4*param[2]^4-12*param[4]^3*param[2]^4*param[2]^6+6*param[4]^3*param[2]^4*param[2]^8+11*param[4]^2*param[2]^4*param[2]^8-8*param[4]^2*param[2]^4*param[2]^2+6*param[4]^2*param[2]^4*param[2]^4-8*param[4]^2*param[2]^4*param[2]^6+6*param[4]*param[2]^4*param[2]^8+12*param[4]*param[2]^2*param[1]^2*param[2]^2-12*param[4]^3*param[2]^3*param[2]^3*param[1]*2^(1/2)+4*param[4]^3*param[2]^3*param[2]*param[1]*2^(1/2)+12*param[4]^2*param[2]^3*param[2]*param[1]*2^(1/2)+12*param[4]^3*param[2]^3*param[2]^5*param[1]*2^(1/2)+12*param[4]^2*param[2]^3*param[2]^5*param[1]*2^(1/2)+8*param[4]*param[2]^3*param[2]*param[1]*2^(1/2)+8*param[4]*param[2]*param[2]^3*param[1]^3*2^(1/2)-12*param[4]^2*param[2]^3*param[2]^3*param[1]*2^(1/2)-4*param[4]^3*param[2]^3*param[2]^7*param[1]*2^(1/2)-12*param[4]^2*param[2]^3*param[2]^7*param[1]*2^(1/2)-8*param[4]*param[2]^3*param[2]^7*param[1]*2^(1/2)-8*param[4]*param[2]*param[2]^5*param[1]^3*2^(1/2))/param[2]^4) } else stop("order must be 1,2,3 or 4") } } }