From ee498f417540084c08cf335a03cdefcd3fa853e4 Mon Sep 17 00:00:00 2001 From: Brijeshcr Date: Fri, 4 Aug 2017 17:58:41 +0530 Subject: Added Center, Wcenter and Correl --- src/c/statisticsFunctions/wcenter/zwcentera.c | 38 +++++++++++++++++++++++++++ 1 file changed, 38 insertions(+) create mode 100644 src/c/statisticsFunctions/wcenter/zwcentera.c (limited to 'src/c/statisticsFunctions/wcenter/zwcentera.c') diff --git a/src/c/statisticsFunctions/wcenter/zwcentera.c b/src/c/statisticsFunctions/wcenter/zwcentera.c new file mode 100644 index 00000000..8571dd62 --- /dev/null +++ b/src/c/statisticsFunctions/wcenter/zwcentera.c @@ -0,0 +1,38 @@ +#include +#include +#include +#include +#include "addition.h" +#include "subtraction.h" +#include "multiplication.h" +#include "division.h" +#include "wcenter.h" +#include "doubleComplex.h" +#include "sqrt.h" + +void zwcentera (doubleComplex* inp, int row, int col, doubleComplex* out) +{ + doubleComplex sum = 0, xbar = 0, sigma = 0; + for(int i = 0; i < row*col; i++) // Findinag the maen of all the elements of the matrix + sum = zadds(sum,inp[i]); + xbar = zrdivs(sum,(row*col)); + + doubleComplex one[row*col]; // Creating a matrix of ones + zonesa(one,row,col); + + doubleComplex prod[row*col]; + for(int i = 0; i < row*col; i++) // Applying the formula (x(i,j)-xbar)/sigma + prod[i] = zmuls(one[i],xbar); + + for(int i = 0; i < row*col; i++) + out[i] = zdiffs(inp[i], prod[i]); + + sum = DoubleComplex(0,0); + for(int i = 0; i < row*col; i++) + sum = zadds(sum, zmuls(out[i],out[i])); + + sigma = zsqrts(zrdivs(sum,(row*col-1))); + + for(int i = 0; i < row*col; i++) + out[i] = zrdivs(out[i],sigma); +} -- cgit