X-Git-Url: https://git.donarmstrong.com/?a=blobdiff_plain;f=mothurout.cpp;h=240e7ec2e5ac24ec3e637b78ae28dd7608a0389d;hb=20071b183e619c122bf9f63b4bb42722507c4e4a;hp=468c063cb5c7e74a8d5901a1a38203f47409e2d5;hpb=16f9c4ab6f39769856b13e048eae2c8eaa413c02;p=mothur.git diff --git a/mothurout.cpp b/mothurout.cpp index 468c063..240e7ec 100644 --- a/mothurout.cpp +++ b/mothurout.cpp @@ -2925,6 +2925,79 @@ bool MothurOut::checkReleaseVersion(ifstream& file, string version) { } } /**************************************************************************************************/ +vector MothurOut::getAverages(vector< vector >& dists) { + try{ + vector averages; //averages.resize(numComp, 0.0); + for (int i = 0; i < dists[0].size(); i++) { averages.push_back(0.0); } + + for (int thisIter = 0; thisIter < dists.size(); thisIter++) { + for (int i = 0; i < dists[thisIter].size(); i++) { + averages[i] += dists[thisIter][i]; + } + } + + //finds average. + for (int i = 0; i < averages.size(); i++) { averages[i] /= (double) dists.size(); } + + return averages; + } + catch(exception& e) { + errorOut(e, "MothurOut", "getAverages"); + exit(1); + } +} +/**************************************************************************************************/ +vector MothurOut::getStandardDeviation(vector< vector >& dists) { + try{ + + vector averages = getAverages(dists); + + //find standard deviation + vector stdDev; //stdDev.resize(numComp, 0.0); + for (int i = 0; i < dists[0].size(); i++) { stdDev.push_back(0.0); } + + for (int thisIter = 0; thisIter < dists.size(); thisIter++) { //compute the difference of each dist from the mean, and square the result of each + for (int j = 0; j < dists[thisIter].size(); j++) { + stdDev[j] += ((dists[thisIter][j] - averages[j]) * (dists[thisIter][j] - averages[j])); + } + } + for (int i = 0; i < stdDev.size(); i++) { + stdDev[i] /= (double) dists.size(); + stdDev[i] = sqrt(stdDev[i]); + } + + return stdDev; + } + catch(exception& e) { + errorOut(e, "MothurOut", "getAverages"); + exit(1); + } +} +/**************************************************************************************************/ +vector MothurOut::getStandardDeviation(vector< vector >& dists, vector& averages) { + try{ + //find standard deviation + vector stdDev; //stdDev.resize(numComp, 0.0); + for (int i = 0; i < dists[0].size(); i++) { stdDev.push_back(0.0); } + + for (int thisIter = 0; thisIter < dists.size(); thisIter++) { //compute the difference of each dist from the mean, and square the result of each + for (int j = 0; j < dists[thisIter].size(); j++) { + stdDev[j] += ((dists[thisIter][j] - averages[j]) * (dists[thisIter][j] - averages[j])); + } + } + for (int i = 0; i < stdDev.size(); i++) { + stdDev[i] /= (double) dists.size(); + stdDev[i] = sqrt(stdDev[i]); + } + + return stdDev; + } + catch(exception& e) { + errorOut(e, "MothurOut", "getAverages"); + exit(1); + } +} +/**************************************************************************************************/ bool MothurOut::isContainingOnlyDigits(string input) { try{