HDQMUtil Namespace Reference

Functions
double	Gauss (double *x, double *par)
double	langaufun (double *x, double *par)
int32_t	langaupro (double *params, double &maxx, double &FWHM)

Detailed Description

@ class HDQMfitUtilities @ fit Landau distributions to historic monitoring elements @ fits from Susy's analysis (DQM/SiStripHistoricInfoClient/test/TrendsWithFits)

Function Documentation

double HDQMUtil::Gauss	(	double *	x,
		double *	par
	)

Definition at line 164 of file HDQMfitUtilities.cc.

Referenced by HDQMfitUtilities::doGaussFit().

  {
    // The noise function: a gaussian

    double arg = 0;
    if (par[2]) arg = (x[0] - par[1])/par[2];

    double noise = par[0]*TMath::Exp(-0.5*arg*arg);
    return noise;
  }

double HDQMUtil::langaufun	(	double *	x,
		double *	par
	)

Definition at line 5 of file HDQMfitUtilities.cc.

References mps_fire::i, np, SimDataFormats::CaloAnalysis::sc, and geometryCSVtoXML::xx.

Referenced by HDQMfitUtilities::doLanGaussFit(), and langaupro().

                                          {
    //Fit parameters:
    //par[0]=Width (scale) parameter of Landau density
    //par[1]=Most Probable (MP, location) parameter of Landau density
    //par[2]=Total area (integral -inf to inf, normalization constant)
    //par[3]=Width (sigma) of convoluted Gaussian function
    //
    //In the Landau distribution (represented by the CERNLIB approximation), 
    //the maximum is located at x=-0.22278298 with the location parameter=0.
    //This shift is corrected within this function, so that the actual
    //maximum is identical to the MP parameter.

    // Numeric constants
    double invsq2pi = 0.3989422804014;   // (2 pi)^(-1/2)
    double mpshift  = -0.22278298;       // Landau maximum location

    // Control constants
    double np = 100.0;      // number of convolution steps
    double sc =   5.0;      // convolution extends to +-sc Gaussian sigmas

    // Variables
    double xx;
    double mpc;
    double fland;
    double sum = 0.0;
    double xlow,xupp;
    double step;
    double i;


    // MP shift correction
    mpc = par[1] - mpshift * par[0]; 

    // Range of convolution integral
    xlow = x[0] - sc * par[3];
    xupp = x[0] + sc * par[3];

    step = (xupp-xlow) / np;

    // Landau Distribution Production
    for(i=1.0; i<=np/2; i++) {
      xx = xlow + (i-.5) * step;
      fland = TMath::Landau(xx,mpc,par[0]) / par[0];
      sum += fland * TMath::Gaus(x[0],xx,par[3]);

      xx = xupp - (i-.5) * step;
      fland = TMath::Landau(xx,mpc,par[0]) / par[0];
      sum += fland * TMath::Gaus(x[0],xx,par[3]);
    }

    return (par[2] * step * sum * invsq2pi / par[3]);
  }

int32_t HDQMUtil::langaupro	(	double *	params,
		double &	maxx,
		double &	FWHM
	)

Definition at line 59 of file HDQMfitUtilities.cc.

References Abs(), MillePedeFileConverter_cfg::e, mps_fire::i, checklumidiff::l, langaufun(), AlCaHLTBitMon_ParallelJobs::p, and x().

Referenced by HDQMfitUtilities::doLanGaussFit().

                                                                {
    edm::LogInfo("fitUtility") << "inside langaupro " << std::endl;
    // Seaches for the location (x value) at the maximum of the 
    // Landau and its full width at half-maximum.
    //
    // The search is probably not very efficient, but it's a first try.

    double p,x,fy,fxr,fxl;
    double step;
    double l,lold,dl;
    int32_t i = 0;
    const int32_t MAXCALLS = 10000;
    const double dlStop = 1e-3; // relative change < .001

    // Search for maximum
    p = params[1] - 0.1 * params[0];
    step = 0.05 * params[0];
    lold = -2.0;
    l    = -1.0;

    dl = (l-lold)/lold;    // FIXME catch divide by zero
    while ( (TMath::Abs(dl)>dlStop ) && (i < MAXCALLS) ) {
      i++;

      lold = l;
      x = p + step;
      l = langaufun(&x,params);
      dl = (l-lold)/lold; // FIXME catch divide by zero
        
      if (l < lold)
    step = -step/10;
 
      p += step;
    }

    if (i == MAXCALLS)
      return (-1);

    maxx = x;

    fy = l/2;


    // Search for right x location of fy
    p = maxx + params[0];
    step = params[0];
    lold = -2.0;
    l    = -1e300;
    i    = 0;

    dl = (l-lold)/lold;   // FIXME catch divide by zero
    while ( ( TMath::Abs(dl)>dlStop ) && (i < MAXCALLS) ) {
      i++;

      lold = l;
      x = p + step;
      l = TMath::Abs(langaufun(&x,params) - fy);
      dl = (l-lold)/lold; // FIXME catch divide by zero
 
      if (l > lold)
    step = -step/10;
 
      p += step;
    }

    if (i == MAXCALLS)
      return (-2);

    fxr = x;


    // Search for left x location of fy
    p = maxx - 0.5 * params[0];
    step = -params[0];
    lold = -2.0;
    l    = -1e300;
    i    = 0;

    dl = (l-lold)/lold;    // FIXME catch divide by zero
    while ( ( TMath::Abs(dl)>dlStop ) && (i < MAXCALLS) ) {
      i++;

      lold = l;
      x = p + step;
      l = TMath::Abs(langaufun(&x,params) - fy);
      dl = (l-lold)/lold; // FIXME catch divide by zero
 
      if (l > lold)
    step = -step/10;
 
      p += step;
    }

    if (i == MAXCALLS)
      return (-3);


    fxl = x;

    FWHM = fxr - fxl;
    return (0);
  }