out.setf(ios::fixed, ios::floatfield); out.setf(ios::showpoint);
//output headings
- if (metadatafile == "") { out << "OTU\t"; }
- else { out << "Feature\t"; }
+ if (metadatafile == "") { out << "OTU"; }
+ else { out << "Feature"; }
- for (int i = 0; i < numaxes; i++) { out << "axis" << (i+1) << '\t'; }
- out << endl;
+ for (int i = 0; i < numaxes; i++) { out << '\t' << "axis" << (i+1); }
+ out << "\tlength" << endl;
if (method == "pearson") { calcPearson(axes, out); }
else if (method == "spearman") { calcSpearman(axes, out); }
//for each otu
for (int i = 0; i < lookupFloat[0]->getNumBins(); i++) {
- if (metadatafile == "") { out << i+1 << '\t'; }
- else { out << metadataLabels[i] << '\t'; }
-
+ if (metadatafile == "") { out << i+1; }
+ else { out << metadataLabels[i]; }
+
//find the averages this otu - Y
float sumOtu = 0.0;
for (int j = 0; j < lookupFloat.size(); j++) {
}
float Ybar = sumOtu / (float) lookupFloat.size();
+ vector<float> rValues(averageAxes.size());
+
//find r value for each axis
for (int k = 0; k < averageAxes.size(); k++) {
double denom = (sqrt(denomTerm1) * sqrt(denomTerm2));
r = numerator / denom;
-
- out << r << '\t';
+ rValues[k] = r;
+ out << '\t' << r;
}
- out << endl;
+ double sum = 0;
+ for(int k=0;k<rValues.size();k++){
+ sum += rValues[k] * rValues[k];
+ }
+ out << '\t' << sqrt(sum) << endl;
}
return 0;
//for each otu
for (int i = 0; i < lookupFloat[0]->getNumBins(); i++) {
- if (metadatafile == "") { out << i+1 << '\t'; }
- else { out << metadataLabels[i] << '\t'; }
+ if (metadatafile == "") { out << i+1; }
+ else { out << metadataLabels[i]; }
//find the ranks of this otu - Y
vector<spearmanRank> otuScores;
}
}
+ vector<double> pValues(numaxes);
//calc spearman ranks for each axis for this otu
for (int j = 0; j < numaxes; j++) {
int n = lookupFloat.size();
double p = 1.0 - ((6 * di) / (float) (n * ((n*n) - 1)));
- out << p << '\t';
+ out << '\t' << p;
+ pValues[j] = p;
+
}
-
-
- out << endl;
+
+ double sum = 0;
+ for(int k=0;k<numaxes;k++){
+ sum += pValues[k] * pValues[k];
+ }
+ out << '\t' << sqrt(sum) << endl;
}
return 0;
//for each otu
for (int i = 0; i < lookupFloat[0]->getNumBins(); i++) {
- if (metadatafile == "") { out << i+1 << '\t'; }
- else { out << metadataLabels[i] << '\t'; }
+ if (metadatafile == "") { out << i+1; }
+ else { out << metadataLabels[i]; }
//find the ranks of this otu - Y
vector<spearmanRank> otuScores;
}
}
}
+ vector<double> pValues(numaxes);
//calc spearman ranks for each axis for this otu
for (int j = 0; j < numaxes; j++) {
double p = ( (4 * P) / (float) (n * (n - 1)) ) - 1.0;
- out << p << '\t';
+ out << '\t' << p;
+ pValues[j] = p;
+
}
- out << endl;
+ double sum = 0;
+ for(int k=0;k<numaxes;k++){
+ sum += pValues[k] * pValues[k];
+ }
+ out << '\t' << sqrt(sum) << endl;
}
return 0;