diff options
Diffstat (limited to 'src/c/statisticsFunctions/correl')
-rw-r--r-- | src/c/statisticsFunctions/correl/dcorrelfres.c | 56 | ||||
-rw-r--r-- | src/c/statisticsFunctions/correl/dcorrels.c | 35 | ||||
-rw-r--r-- | src/c/statisticsFunctions/correl/scorrelfres.c | 56 | ||||
-rw-r--r-- | src/c/statisticsFunctions/correl/scorrels.c | 35 | ||||
-rw-r--r-- | src/c/statisticsFunctions/correl/zcorrelfres.c | 58 | ||||
-rw-r--r-- | src/c/statisticsFunctions/correl/zcorrels.c | 37 |
6 files changed, 277 insertions, 0 deletions
diff --git a/src/c/statisticsFunctions/correl/dcorrelfres.c b/src/c/statisticsFunctions/correl/dcorrelfres.c new file mode 100644 index 00000000..7d4c718a --- /dev/null +++ b/src/c/statisticsFunctions/correl/dcorrelfres.c @@ -0,0 +1,56 @@ +#include <stdio.h> +#include <stdlib.h> +#include <math.h> +#include <ones.h> +#include "addition.h" +#include "subtraction.h" +#include "multiplication.h" +#include "division.h" +#include "sqrt.h" +#include "sum.h" +#include "correl.h" +#include "matrix.h" +#include "mean.h" + +double dcorrelfres (double* inp1, int sr1, int sc1, double* inp2, int sr2, int sc2, double* inp3, int sr3, int sc3) +{ + double p1[sr3], p2[sc3], m1 = 0, m2 = 0, s1 = 0, s2 = 0, s3 = 0, diff1[sr1*sc1], diff2[sr2*sc2], sum = 0, prod[sr3]; + + double fr[sr3*sc3]; + + for(int i = 0; i < sr3*sc3; i++) + s3 += inp3[i]; + + for(int i = 0; i < sr3*sc3; i++) + fr[i] = inp3[i]/s3; + + + + dcolumnsuma(fr, sr3, sc3, p1); + drowsuma(fr, sr3, sc3, p2); + + + + m1 = dmulv(inp1, p1, sr3); + m2 = dmulv(inp2, p2, sc3); + + for(int i = 0; i < sr1*sc1; i++) + diff1[i] = pow(inp1[i] - m1, 2); + + for(int i = 0; i < sr2*sc2; i++) + diff2[i] = pow(inp2[i] - m2, 2); + + + s1 = dsqrts(dmulv(diff1, p1, sr3)); + s2 = dsqrts(dmulv(p2, diff2, sc3)); + + for(int i = 0; i < sr1*sc1; i++) + diff1[i] = inp1[i] - m1; + + for(int i = 0; i < sr2*sc2; i++) + diff2[i] = inp2[i] - m2; + + dmulma(fr, sr3, sc3, diff2, sc2, 1, prod); + + return dmulv(diff1, prod, sr3)/(s1*s2); +} diff --git a/src/c/statisticsFunctions/correl/dcorrels.c b/src/c/statisticsFunctions/correl/dcorrels.c new file mode 100644 index 00000000..eda07fc1 --- /dev/null +++ b/src/c/statisticsFunctions/correl/dcorrels.c @@ -0,0 +1,35 @@ +#include <stdio.h> +#include <stdlib.h> +#include <math.h> +#include <ones.h> +#include "addition.h" +#include "subtraction.h" +#include "multiplication.h" +#include "division.h" +#include "sqrt.h" +#include "sum.h" +#include "correl.h" +#include "matrix.h" +#include "mean.h" + +double dcorrels (double* inp1, int sr1, int sc1, double* inp2, int sr2, int sc2) +{ + double m1 = 0, m2 = 0, s1 = 0, s2 = 0, diff1[sr1*sc1], diff2[sr2*sc2], sum = 0; + m1 = dmeana(inp1, sr1*sc1); + m2 = dmeana(inp2, sr2*sc2); + + for(int i = 0; i < sr1*sc1; i++) + diff1[i] = pow(inp1[i] - m1, 2); + + for(int i = 0; i < sr2*sc2; i++) + diff2[i] = pow(inp2[i] - m2, 2); + + + s1 = dsqrts(dsuma(diff1, sr1*sc1)); + s2 = dsqrts(dsuma(diff2, sr2*sc2)); + + for(int i = 0; i < sr2*sc2; i++) + sum += (inp1[i] - m1) * (inp2[i] - m2); + + return sum / (s1*s2); +} diff --git a/src/c/statisticsFunctions/correl/scorrelfres.c b/src/c/statisticsFunctions/correl/scorrelfres.c new file mode 100644 index 00000000..2d056a5b --- /dev/null +++ b/src/c/statisticsFunctions/correl/scorrelfres.c @@ -0,0 +1,56 @@ +#include <stdio.h> +#include <stdlib.h> +#include <math.h> +#include <ones.h> +#include "addition.h" +#include "subtraction.h" +#include "multiplication.h" +#include "division.h" +#include "sqrt.h" +#include "sum.h" +#include "correl.h" +#include "matrix.h" +#include "mean.h" + +float scorrelfres (float* inp1, int sr1, int sc1, float* inp2, int sr2, int sc2, float* inp3, int sr3, int sc3) +{ + float p1[sr3], p2[sc3], m1 = 0, m2 = 0, s1 = 0, s2 = 0, s3 = 0, diff1[sr1*sc1], diff2[sr2*sc2], sum = 0, prod[sr3]; + + float fr[sr3*sc3]; + + for(int i = 0; i < sr3*sc3; i++) + s3 += inp3[i]; + + for(int i = 0; i < sr3*sc3; i++) + fr[i] = inp3[i]/s3; + + + + scolumnsuma(fr, sr3, sc3, p1); + srowsuma(fr, sr3, sc3, p2); + + + + m1 = smulv(inp1, p1, sr3); + m2 = smulv(inp2, p2, sc3); + + for(int i = 0; i < sr1*sc1; i++) + diff1[i] = pow(inp1[i] - m1, 2); + + for(int i = 0; i < sr2*sc2; i++) + diff2[i] = pow(inp2[i] - m2, 2); + + + s1 = ssqrts(smulv(diff1, p1, sr3)); + s2 = ssqrts(smulv(p2, diff2, sc3)); + + for(int i = 0; i < sr1*sc1; i++) + diff1[i] = inp1[i] - m1; + + for(int i = 0; i < sr2*sc2; i++) + diff2[i] = inp2[i] - m2; + + smulma(fr, sr3, sc3, diff2, sc2, 1, prod); + + return smulv(diff1, prod, sr3)/(s1*s2); +} diff --git a/src/c/statisticsFunctions/correl/scorrels.c b/src/c/statisticsFunctions/correl/scorrels.c new file mode 100644 index 00000000..892d8762 --- /dev/null +++ b/src/c/statisticsFunctions/correl/scorrels.c @@ -0,0 +1,35 @@ +#include <stdio.h> +#include <stdlib.h> +#include <math.h> +#include <ones.h> +#include "addition.h" +#include "subtraction.h" +#include "multiplication.h" +#include "division.h" +#include "sqrt.h" +#include "sum.h" +#include "correl.h" +#include "matrix.h" +#include "mean.h" + +float scorrels (float* inp1, int sr1, int sc1, float* inp2, int sr2, int sc2) +{ + float m1 = 0, m2 = 0, s1 = 0, s2 = 0, diff1[sr1*sc1], diff2[sr2*sc2], sum = 0; + m1 = smeana(inp1, sr1*sc1); + m2 = smeana(inp2, sr2*sc2); + + for(int i = 0; i < sr1*sc1; i++) + diff1[i] = pow(inp1[i] - m1, 2); + + for(int i = 0; i < sr2*sc2; i++) + diff2[i] = pow(inp2[i] - m2, 2); + + + s1 = ssqrts(ssuma(diff1, sr1*sc1)); + s2 = ssqrts(ssuma(diff2, sr2*sc2)); + + for(int i = 0; i < sr2*sc2; i++) + sum += (inp1[i] - m1) * (inp2[i] - m2); + + return sum / (s1*s2); +} diff --git a/src/c/statisticsFunctions/correl/zcorrelfres.c b/src/c/statisticsFunctions/correl/zcorrelfres.c new file mode 100644 index 00000000..b026c58a --- /dev/null +++ b/src/c/statisticsFunctions/correl/zcorrelfres.c @@ -0,0 +1,58 @@ +#include <stdio.h> +#include <stdlib.h> +#include <math.h> +#include <ones.h> +#include "addition.h" +#include "subtraction.h" +#include "multiplication.h" +#include "division.h" +#include "pow.h" +#include "sqrt.h" +#include "sum.h" +#include "correl.h" +#include "matrix.h" +#include "mean.h" +#include "doubleComplex.h" + +doubleComplex zcorrelfres (doubleComplex* inp1, int sr1, int sc1, doubleComplex* inp2, int sr2, int sc2, doubleComplex* inp3, int sr3, int sc3) +{ + doubleComplex p1[sr3], p2[sc3], m1 = 0, m2 = 0, s1 = 0, s2 = 0, s3 = 0, diff1[sr1*sc1], diff2[sr2*sc2], sum = 0, prod[sr3]; + + doubleComplex fr[sr3*sc3]; + + for(int i = 0; i < sr3*sc3; i++) + s3 = zadds(s3, inp3[i]); + + for(int i = 0; i < sr3*sc3; i++) + fr[i] = zrdivs(inp3[i],s3); + + + + zcolumnsuma(fr, sr3, sc3, p1); + zrowsuma(fr, sr3, sc3, p2); + + + + m1 = zmulv(inp1, p1, sr3); + m2 = zmulv(inp2, p2, sc3); + + for(int i = 0; i < sr1*sc1; i++) + diff1[i] = zpows(zdiffs(inp1[i], m1), DoubleComplex(2,0)); + + for(int i = 0; i < sr2*sc2; i++) + diff2[i] = zpows(zdiffs(inp2[i], m2), DoubleComplex(2,0)); + + + s1 = zsqrts(zmulv(diff1, p1, sr3)); + s2 = zsqrts(zmulv(p2, diff2, sc3)); + + for(int i = 0; i < sr1*sc1; i++) + diff1[i] = zdiffs(inp1[i], m1); + + for(int i = 0; i < sr2*sc2; i++) + diff2[i] = zdiffs(inp2[i], m2); + + zmulma(fr, sr3, sc3, diff2, sc2, 1, prod); + + return zrdivs(zmulv(diff1, prod, sr3), zmuls(s1, s2)); +} diff --git a/src/c/statisticsFunctions/correl/zcorrels.c b/src/c/statisticsFunctions/correl/zcorrels.c new file mode 100644 index 00000000..818a6800 --- /dev/null +++ b/src/c/statisticsFunctions/correl/zcorrels.c @@ -0,0 +1,37 @@ +#include <stdio.h> +#include <stdlib.h> +#include <math.h> +#include <ones.h> +#include "addition.h" +#include "subtraction.h" +#include "multiplication.h" +#include "division.h" +#include "pow.h" +#include "sqrt.h" +#include "sum.h" +#include "correl.h" +#include "matrix.h" +#include "mean.h" +#include "doubleComplex.h" + +doubleComplex zcorrels (doubleComplex* inp1, int sr1, int sc1, doubleComplex* inp2, int sr2, int sc2) +{ + doubleComplex m1 = 0, m2 = 0, s1 = 0, s2 = 0, diff1[sr1*sc1], diff2[sr2*sc2], sum = 0; + m1 = zmeana(inp1, sr1*sc1); + m2 = zmeana(inp2, sr2*sc2); + + for(int i = 0; i < sr1*sc1; i++) + diff1[i] = zpows(zdiffs(inp1[i], m1), DoubleComplex(2,0)); + + for(int i = 0; i < sr2*sc2; i++) + diff2[i] = zpows(zdiffs(inp2[i], m2), DoubleComplex(2,0)); + + + s1 = zsqrts(zsuma(diff1, sr1*sc1)); + s2 = zsqrts(zsuma(diff2, sr2*sc2)); + + for(int i = 0; i < sr2*sc2; i++) + sum = zadds(sum, zmuls(zdiffs(inp1[i], m1), zdiffs(inp2[i], m2))); + + return zrdivs(sum, zmuls(s1,s2)); +} |