diff options
Diffstat (limited to 'src/c/statisticsFunctions/wcenter/swcentercola.c')
-rw-r--r-- | src/c/statisticsFunctions/wcenter/swcentercola.c | 61 |
1 files changed, 61 insertions, 0 deletions
diff --git a/src/c/statisticsFunctions/wcenter/swcentercola.c b/src/c/statisticsFunctions/wcenter/swcentercola.c new file mode 100644 index 0000000..6fafe9f --- /dev/null +++ b/src/c/statisticsFunctions/wcenter/swcentercola.c @@ -0,0 +1,61 @@ +#include <stdio.h> +#include <stdlib.h> +#include <math.h> +#include <ones.h> +#include "subtraction.h" +#include "matrixMultiplication.h" +#include "wcenter.h" + +void swcentercola (float* inp, int row, int col, float* out) +{ + + float sum[row], xbar[row]; + for(int i = 0; i < row; i++) + sum[i] = 0; + + + for(int i = 0; i < row; i++) + { + for(int j = 0; j < col; j++) + { + sum[i] += inp[i + j*row]; + } + } + + for(int i = 0; i < row; i++) + xbar[i] = sum[i]/col; + + float one[col]; // Creating a matrix of ones + sonesa(one,1,col); + + + float prod[row*col]; + smulma(xbar, row, 1, one, 1, col, prod); + + for(int i = 0; i< row*col; i++) + out[i] = inp[i] - prod[i]; + + for(int i = 0; i < row; i++) + sum[i] = 0; + + for(int i = 0; i < row; i++) + { + for(int j = 0; j < col; j++) + { + sum[i] += out[i + j*row] * out[i + j*row]; + } + } + + float sigma[row]; + for(int i = 0; i < row; i++) + sigma[i] = sqrt(sum[i]/(col-1)); + + for(int i = 0; i < row*col; i++) + prod[i] = 0; + + smulma(sigma, row, 1, one, 1, col, prod); + + for(int i = 0; i < row*col; i++) + out[i] = out[i] / prod[i]; + +} |