Example #1
0
/**
 * MAIN function
 * Generates samples of B-stat and F-stat according to their pdfs for given signal-params.
 */
int main(int argc,char *argv[])
{
  UserInput_t XLAL_INIT_DECL(uvar);
  ConfigVariables XLAL_INIT_DECL(cfg);

  vrbflg = 1;	/* verbose error-messages */

  /* turn off default GSL error handler */
  gsl_set_error_handler_off ();

  /* ----- register and read all user-variables ----- */
  if ( XLALInitUserVars( &uvar ) != XLAL_SUCCESS ) {
    LogPrintf ( LOG_CRITICAL, "%s: XLALInitUserVars() failed with errno=%d\n", __func__, xlalErrno );
    return 1;
  }

  /* do ALL cmdline and cfgfile handling */
  BOOLEAN should_exit = 0;
  if ( XLALUserVarReadAllInput ( &should_exit, argc, argv ) != XLAL_SUCCESS ) {
    LogPrintf ( LOG_CRITICAL, "%s: XLALUserVarReadAllInput() failed with errno=%d\n", __func__, xlalErrno );
    return 1;
  }
  if ( should_exit )
    return EXIT_FAILURE;

  if ( uvar.version ) {
    /* output verbose VCS version string if requested */
    CHAR *vcs;
    if ( (vcs = XLALGetVersionString (lalDebugLevel)) == NULL ) {
      LogPrintf ( LOG_CRITICAL, "%s:XLALGetVersionString(%d) failed with errno=%d.\n", __func__, lalDebugLevel, xlalErrno );
      return 1;
    }
    printf ( "%s\n", vcs );
    XLALFree ( vcs );
    return 0;
  }

  /* ---------- Initialize code-setup ---------- */
  if ( XLALInitCode( &cfg, &uvar ) != XLAL_SUCCESS ) {
    LogPrintf (LOG_CRITICAL, "%s: XLALInitCode() failed with error = %d\n", __func__, xlalErrno );
    XLAL_ERROR ( XLAL_EFUNC );
  }

  /* compare IFO name for line injection with IFO list, find the corresponding index, or throw an error if not found */
  UINT4 numDetectors = cfg.multiDetStates->length;
  INT4 lineX = -1;
  if ( uvar.lineIFO ) {
    for ( UINT4 X=0; X < numDetectors; X++ ) {
      if ( strcmp( uvar.lineIFO, uvar.IFOs->data[X] ) == 0 )
        lineX = X;
    }
    if ( lineX == -1 ) {
      XLALPrintError ("\nError in function %s, line %d : Could not match detector ID \"%s\" for line injection to any detector.\n\n", __func__, __LINE__, uvar.lineIFO);
      XLAL_ERROR ( XLAL_EFAILED );
    }
  }

  /* ----- prepare stats output ----- */
  FILE *fpStats = NULL;
  if ( uvar.outputStats )
    {
      if ( (fpStats = fopen (uvar.outputStats, "wb")) == NULL)
	{
	  LogPrintf (LOG_CRITICAL, "Error opening file '%s' for writing..\n\n", uvar.outputStats );
	  XLAL_ERROR ( XLAL_EIO );
	}
      fprintf (fpStats, "%s", cfg.logString );		/* write search log comment */
      if ( write_BSGL_candidate_to_fp ( fpStats, NULL, uvar.IFOs, NULL, uvar.computeBSGL ) != XLAL_SUCCESS ) { /* write header-line comment */
        XLAL_ERROR ( XLAL_EFUNC );
      }
    } /* if outputStats */

  /* ----- prepare injection params output ----- */
  FILE *fpInjParams = NULL;
  if ( uvar.outputInjParams )
    {
      if ( (fpInjParams = fopen (uvar.outputInjParams, "wb")) == NULL)
	{
	  LogPrintf (LOG_CRITICAL, "Error opening file '%s' for writing..\n\n", uvar.outputInjParams );
	  XLAL_ERROR ( XLAL_EIO );
	}
      fprintf (fpInjParams, "%s", cfg.logString );		/* write search log comment */
      if ( write_InjParams_to_fp ( fpInjParams, NULL, 0, uvar.outputMmunuX, numDetectors ) != XLAL_SUCCESS ) { /* write header-line comment */
        XLAL_ERROR ( XLAL_EFUNC );
      }
    } /* if outputInjParams */

  multiAMBuffer_t XLAL_INIT_DECL(multiAMBuffer);      /* prepare AM-buffer */

  /* ----- prepare BSGL computation */
  BSGLSetup *BSGLsetup = NULL;
  if ( uvar.computeBSGL )
    {
      BOOLEAN useLogCorrection = TRUE;
      REAL4 *oLGX_p = NULL;
      REAL4 oLGX[PULSAR_MAX_DETECTORS];
      if ( uvar.oLGX != NULL )
        {
          XLAL_CHECK ( uvar.oLGX->length == numDetectors, XLAL_EINVAL, "Invalid input: length(oLGX) = %d differs from number of detectors (%d)'\n", uvar.oLGX->length, numDetectors );
          XLAL_CHECK ( XLALParseLinePriors ( &oLGX[0], uvar.oLGX ) == XLAL_SUCCESS, XLAL_EFUNC );
          oLGX_p = &oLGX[0];
        }
      XLAL_CHECK ( ( BSGLsetup = XLALCreateBSGLSetup ( numDetectors, uvar.Fstar0, oLGX_p, useLogCorrection ) ) != NULL, XLAL_EFUNC );
    } // if computeBSGL

  /* ----- main MC loop over numDraws trials ---------- */
  INT4 i;
  for ( i=0; i < uvar.numDraws; i ++ )
    {
      InjParams_t XLAL_INIT_DECL(injParamsDrawn);

      /* ----- generate signal random draws from ranges and generate Fstat atoms */
      MultiFstatAtomVector *multiAtoms;

      multiAtoms = XLALSynthesizeTransientAtoms ( &injParamsDrawn, cfg.skypos, cfg.AmpPrior, cfg.transientInjectRange, cfg.multiDetStates, cfg.SignalOnly, &multiAMBuffer, cfg.rng, lineX, cfg.multiNoiseWeights );
      XLAL_CHECK ( multiAtoms != NULL, XLAL_EFUNC );

      /* ----- if requested, output signal injection parameters into file */
      if ( fpInjParams && (write_InjParams_to_fp ( fpInjParams, &injParamsDrawn, uvar.dataStartGPS, uvar.outputMmunuX, numDetectors ) != XLAL_SUCCESS ) ) {
        XLAL_ERROR ( XLAL_EFUNC );
      } /* if fpInjParams & failure*/

      /* initialise BSGLComponents structure and allocate memory */
      BSGLComponents XLAL_INIT_DECL(synthStats); /* struct containing multi-detector Fstat, single-detector Fstats, line-robust stat */
      synthStats.numDetectors = numDetectors;

      /* compute F- and BSGListics from atoms */
      UINT4 X;
      for ( X=0; X < numDetectors; X++ )    {
        synthStats.TwoFX[X] = XLALComputeFstatFromAtoms ( multiAtoms, X );
        if ( xlalErrno != 0 ) {
          XLALPrintError ("\nError in function %s, line %d : Failed call to XLALComputeFstatFromAtoms().\n\n", __func__, __LINE__);
          XLAL_ERROR ( XLAL_EFUNC );
        }
      }

      synthStats.TwoF = XLALComputeFstatFromAtoms ( multiAtoms, -1 );
      if ( xlalErrno != 0 ) {
        XLALPrintError ("\nError in function %s, line %d : Failed call to XLALComputeFstatFromAtoms().\n\n", __func__, __LINE__);
        XLAL_ERROR ( XLAL_EFUNC );
      }

      if ( uvar.computeBSGL ) {
        synthStats.log10BSGL = XLALComputeBSGL ( synthStats.TwoF, synthStats.TwoFX, BSGLsetup );
        XLAL_CHECK ( xlalErrno == 0, XLAL_EFUNC, "XLALComputeBSGL() failed with xlalErrno = %d\n", xlalErrno );
      }

      /* ----- if requested, output atoms-vector into file */
      if ( uvar.outputAtoms )
        {

          FILE *fpAtoms;
          char *fnameAtoms;
          UINT4 len = strlen ( uvar.outputAtoms ) + 20;
          if ( (fnameAtoms = XLALCalloc ( 1, len )) == NULL ) {
            XLALPrintError ("%s: failed to XLALCalloc ( 1, %d )\n", __func__, len );
            XLAL_ERROR ( XLAL_EFUNC );
          }
          sprintf ( fnameAtoms, "%s_%04d_of_%04d.dat", uvar.outputAtoms, i + 1, uvar.numDraws );

          if ( ( fpAtoms = fopen ( fnameAtoms, "wb" )) == NULL ) {
            XLALPrintError ("%s: failed to open atoms-output file '%s' for writing.\n", __func__, fnameAtoms );
            XLAL_ERROR ( XLAL_EFUNC );
          }
	  fprintf ( fpAtoms, "%s", cfg.logString );	/* output header info */

	  if ( write_MultiFstatAtoms_to_fp ( fpAtoms, multiAtoms ) != XLAL_SUCCESS ) {
            XLALPrintError ("%s: failed to write atoms to output file '%s'. xlalErrno = %d\n", __func__, fnameAtoms, xlalErrno );
            XLAL_ERROR ( XLAL_EFUNC );
          }

          XLALFree ( fnameAtoms );
	  fclose (fpAtoms);
        } /* if outputAtoms */


      /* ----- if requested, output transient-cand statistics */
      if ( fpStats && write_BSGL_candidate_to_fp ( fpStats, &synthStats, uvar.IFOs, &injParamsDrawn, uvar.computeBSGL ) != XLAL_SUCCESS ) {
        XLALPrintError ( "%s: write_transientCandidate_to_fp() failed.\n", __func__ );
        XLAL_ERROR ( XLAL_EFUNC );
      }

      /* ----- free Memory */
      XLALDestroyMultiFstatAtomVector ( multiAtoms );

    } /* for i < numDraws */

  /* ----- close files ----- */
  if ( fpStats ) fclose ( fpStats );
  if ( fpInjParams ) fclose ( fpInjParams );

  /* ----- free memory ---------- */
  XLALDestroyMultiDetectorStateSeries ( cfg.multiDetStates );
  XLALDestroyMultiNoiseWeights ( cfg.multiNoiseWeights );
  XLALDestroyExpLUT();
  XLALDestroyMultiAMCoeffs ( multiAMBuffer.multiAM );
  /* ----- free amplitude prior pdfs ----- */
  XLALDestroyPDF1D ( cfg.AmpPrior.pdf_h0Nat );
  XLALDestroyPDF1D ( cfg.AmpPrior.pdf_cosi );
  XLALDestroyPDF1D ( cfg.AmpPrior.pdf_psi );
  XLALDestroyPDF1D ( cfg.AmpPrior.pdf_phi0 );

  XLALFree ( BSGLsetup );
  BSGLsetup = NULL;

  if ( cfg.logString ) {
    XLALFree ( cfg.logString );
  }
  gsl_rng_free ( cfg.rng );

  XLALDestroyUserVars();

  /* did we forget anything ? (doesn't cover gsl-memory!) */
  LALCheckMemoryLeaks();

  return 0;

} /* main() */
/**
 * MAIN function
 * Generates samples of B-stat and F-stat according to their pdfs for given signal-params.
 */
int main(int argc,char *argv[])
{
  UserInput_t XLAL_INIT_DECL(uvar);
  ConfigVariables XLAL_INIT_DECL(cfg);		/**< various derived configuration settings */

  vrbflg = 1;	/* verbose error-messages */
  LogSetLevel(lalDebugLevel);

  /* turn off default GSL error handler */
  gsl_set_error_handler_off ();

  /* ----- register and read all user-variables ----- */
  LogSetLevel(lalDebugLevel);

  if ( XLALInitUserVars( &uvar ) != XLAL_SUCCESS ) {
    LogPrintf ( LOG_CRITICAL, "%s: XLALInitUserVars() failed with errno=%d\n", __func__, xlalErrno );
    return 1;
  }

  /* do ALL cmdline and cfgfile handling */
  if ( XLALUserVarReadAllInput ( argc, argv ) != XLAL_SUCCESS ) {
    LogPrintf ( LOG_CRITICAL, "%s: XLALUserVarReadAllInput() failed with errno=%d\n", __func__, xlalErrno );
    return 1;
  }

  if (uvar.help)	/* if help was requested, we're done here */
    return 0;

  if ( uvar.version ) {
    /* output verbose VCS version string if requested */
    CHAR *vcs;
    if ( (vcs = XLALGetVersionString (lalDebugLevel)) == NULL ) {
      LogPrintf ( LOG_CRITICAL, "%s:XLALGetVersionString(%d) failed with errno=%d.\n", __func__, lalDebugLevel, xlalErrno );
      return 1;
    }
    printf ( "%s\n", vcs );
    XLALFree ( vcs );
    return 0;
  }

  /* ---------- Initialize code-setup ---------- */
  if ( XLALInitCode( &cfg, &uvar ) != XLAL_SUCCESS ) {
    LogPrintf (LOG_CRITICAL, "%s: XLALInitCode() failed with error = %d\n", __func__, xlalErrno );
    XLAL_ERROR ( XLAL_EFUNC );
  }

  /* ----- prepare stats output ----- */
  FILE *fpTransientStats = NULL;
  if ( uvar.outputStats )
    {
      if ( (fpTransientStats = fopen (uvar.outputStats, "wb")) == NULL)
	{
	  LogPrintf (LOG_CRITICAL, "Error opening file '%s' for writing..\n\n", uvar.outputStats );
	  XLAL_ERROR ( XLAL_EIO );
	}
      fprintf (fpTransientStats, "%s", cfg.logString );		/* write search log comment */
      if ( write_transientCandidate_to_fp ( fpTransientStats, NULL ) != XLAL_SUCCESS ) { /* write header-line comment */
        XLAL_ERROR ( XLAL_EFUNC );
      }
    } /* if outputStats */

  /* ----- prepare injection params output ----- */
  FILE *fpInjParams = NULL;
  if ( uvar.outputInjParams )
    {
      if ( (fpInjParams = fopen (uvar.outputInjParams, "wb")) == NULL)
	{
	  LogPrintf (LOG_CRITICAL, "Error opening file '%s' for writing..\n\n", uvar.outputInjParams );
	  XLAL_ERROR ( XLAL_EIO );
	}
      fprintf (fpInjParams, "%s", cfg.logString );		/* write search log comment */
      if ( write_InjParams_to_fp ( fpInjParams, NULL, 0, 0, 0 ) != XLAL_SUCCESS ) { /* write header-line comment - options outputMmunuX and numDetectors not supported here, so pass defaults to deactivate them */
        XLAL_ERROR ( XLAL_EFUNC );
      }
    } /* if outputInjParams */

  /* ----- main MC loop over numDraws trials ---------- */
  multiAMBuffer_t XLAL_INIT_DECL(multiAMBuffer);	  /* prepare AM-buffer */
  INT4 i;

  for ( i=0; i < uvar.numDraws; i ++ )
    {
      InjParams_t XLAL_INIT_DECL(injParamsDrawn);

      /* ----- generate signal random draws from ranges and generate Fstat atoms */
      MultiFstatAtomVector *multiAtoms;
      multiAtoms = XLALSynthesizeTransientAtoms ( &injParamsDrawn, cfg.skypos, cfg.AmpPrior, cfg.transientInjectRange, cfg.multiDetStates, cfg.SignalOnly, &multiAMBuffer, cfg.rng, -1, NULL ); // options lineX and noise_weights not supported here, so pass defaults to deactivate them
      if ( multiAtoms ==NULL ) {
        LogPrintf ( LOG_CRITICAL, "%s: XLALSynthesizeTransientAtoms() failed with xlalErrno = %d\n", __func__, xlalErrno );
        XLAL_ERROR ( XLAL_EFUNC );
      }

      /* ----- if requested, output signal injection parameters into file */
      if ( fpInjParams && (write_InjParams_to_fp ( fpInjParams, &injParamsDrawn, uvar.dataStartGPS, 0, 0 ) ) != XLAL_SUCCESS ) { // options outputMmunuX and numDetectors not supported here, so pass defaults to deactivate them
        XLAL_ERROR ( XLAL_EFUNC );
      } /* if fpInjParams & failure*/


      /* ----- add meta-info on current transient-CW candidate */
      transientCandidate_t XLAL_INIT_DECL(cand);
      cand.doppler.Alpha = multiAMBuffer.skypos.longitude;
      cand.doppler.Delta = multiAMBuffer.skypos.latitude;
      cand.windowRange   = cfg.transientSearchRange;

      /* ----- if needed: compute transient-Bstat search statistic on these atoms */
      if ( fpTransientStats || uvar.outputFstatMap || uvar.outputPosteriors )
        {
          /* compute Fstat map F_mn over {t0, tau} */
          if ( (cand.FstatMap = XLALComputeTransientFstatMap ( multiAtoms, cand.windowRange, uvar.useFReg)) == NULL ) {
            XLALPrintError ("%s: XLALComputeTransientFstatMap() failed with xlalErrno = %d.\n", __func__, xlalErrno );
            XLAL_ERROR ( XLAL_EFUNC );
          }
        } /* if we'll need the Fstat-map F_mn */

      /* ----- if requested compute marginalized Bayes factor */
      if ( fpTransientStats )
        {
          cand.logBstat = XLALComputeTransientBstat ( cand.windowRange, cand.FstatMap );
          UINT4 err = xlalErrno;
          if ( err ) {
            XLALPrintError ("%s: XLALComputeTransientBstat() failed with xlalErrno = %d\n", __func__, err );
            XLAL_ERROR ( XLAL_EFUNC );
          }

          if ( uvar.SignalOnly )
            {
              cand.FstatMap->maxF += 2;
              cand.logBstat += 2;
            }

        } /* if Bstat requested */

      /* ----- if requested, compute parameter posteriors for {t0, tau} */
      pdf1D_t *pdf_t0  = NULL;
      pdf1D_t *pdf_tau = NULL;
      if ( fpTransientStats || uvar.outputPosteriors )
        {
          if ( (pdf_t0 = XLALComputeTransientPosterior_t0 ( cand.windowRange, cand.FstatMap )) == NULL ) {
            XLALPrintError ("%s: failed to compute t0-posterior\n", __func__ );
            XLAL_ERROR ( XLAL_EFUNC );
          }
          if ( (pdf_tau = XLALComputeTransientPosterior_tau ( cand.windowRange, cand.FstatMap )) == NULL ) {
            XLALPrintError ("%s: failed to compute tau-posterior\n", __func__ );
            XLAL_ERROR ( XLAL_EFUNC );
          }
          /* get maximum-posterior estimate (MP) from the modes of these pdfs */
          cand.t0_MP = XLALFindModeOfPDF1D ( pdf_t0 );
          if ( xlalErrno ) {
            XLALPrintError ("%s: mode-estimation failed for pdf_t0. xlalErrno = %d\n", __func__, xlalErrno );
            XLAL_ERROR ( XLAL_EFUNC );
          }
          cand.tau_MP =  XLALFindModeOfPDF1D ( pdf_tau );
          if ( xlalErrno ) {
            XLALPrintError ("%s: mode-estimation failed for pdf_tau. xlalErrno = %d\n", __func__, xlalErrno );
            XLAL_ERROR ( XLAL_EFUNC );
          }

        } // if posteriors required

      /* ----- if requested, compute Ftotal over full data-span */
      if ( uvar.computeFtotal )
        {
          transientFstatMap_t *FtotalMap;
          /* prepare special window to cover all the data with one F-stat calculation == Ftotal */
          transientWindowRange_t XLAL_INIT_DECL(winRangeAll);
          winRangeAll.type = TRANSIENT_NONE;

          BOOLEAN useFReg = false;
          if ( (FtotalMap = XLALComputeTransientFstatMap ( multiAtoms, winRangeAll, useFReg)) == NULL ) {
            XLALPrintError ("%s: XLALComputeTransientFstatMap() failed with xlalErrno = %d.\n", __func__, xlalErrno );
            XLAL_ERROR ( XLAL_EFUNC );
          }

          /* we only use twoFtotal = 2 * maxF from this single-Fstat calculation */
          REAL8 twoFtotal = 2.0 * FtotalMap->maxF;
          if ( uvar.SignalOnly )
            twoFtotal += 4;

          /* ugly hack: lacking a good container for twoFtotal, we borrow fkdot[3] for this here ;) [only used for paper-MCs] */
          cand.doppler.fkdot[3] = twoFtotal;

          /* good riddance .. */
          XLALDestroyTransientFstatMap ( FtotalMap );

        } /* if computeFtotal */

      /* ----- if requested, output atoms-vector into file */
      if ( uvar.outputAtoms )
        {

          FILE *fpAtoms;
          char *fnameAtoms;
          UINT4 len = strlen ( uvar.outputAtoms ) + 20;
          if ( (fnameAtoms = XLALCalloc ( 1, len )) == NULL ) {
            XLALPrintError ("%s: failed to XLALCalloc ( 1, %d )\n", __func__, len );
            XLAL_ERROR ( XLAL_EFUNC );
          }
          sprintf ( fnameAtoms, "%s_%04d_of_%04d.dat", uvar.outputAtoms, i + 1, uvar.numDraws );

          if ( ( fpAtoms = fopen ( fnameAtoms, "wb" )) == NULL ) {
            XLALPrintError ("%s: failed to open atoms-output file '%s' for writing.\n", __func__, fnameAtoms );
            XLAL_ERROR ( XLAL_EFUNC );
          }
	  fprintf ( fpAtoms, "%s", cfg.logString );	/* output header info */

	  if ( write_MultiFstatAtoms_to_fp ( fpAtoms, multiAtoms ) != XLAL_SUCCESS ) {
            XLALPrintError ("%s: failed to write atoms to output file '%s'. xlalErrno = %d\n", __func__, fnameAtoms, xlalErrno );
            XLAL_ERROR ( XLAL_EFUNC );
          }

          XLALFree ( fnameAtoms );
	  fclose (fpAtoms);
        } /* if outputAtoms */

      /* ----- if requested, output Fstat-map over {t0, tau} */
      if ( uvar.outputFstatMap )
        {
          FILE *fpFstatMap;
          char *fnameFstatMap;
          UINT4 len = strlen ( uvar.outputFstatMap ) + 20;
          if ( (fnameFstatMap = XLALCalloc ( 1, len )) == NULL ) {
            XLALPrintError ("%s: failed to XLALCalloc ( 1, %d )\n", __func__, len );
            XLAL_ERROR ( XLAL_EFUNC );
          }
          sprintf ( fnameFstatMap, "%s_%04d_of_%04d.dat", uvar.outputFstatMap, i + 1, uvar.numDraws );

          if ( ( fpFstatMap = fopen ( fnameFstatMap, "wb" )) == NULL ) {
            XLALPrintError ("%s: failed to open Fstat-map output file '%s' for writing.\n", __func__, fnameFstatMap );
            XLAL_ERROR ( XLAL_EFUNC );
          }
	  fprintf ( fpFstatMap, "%s", cfg.logString );	/* output header info */

          fprintf (fpFstatMap, "\nFstat_mn = \\\n" );
          if ( XLALfprintfGSLmatrix ( fpFstatMap, "%.9g", cand.FstatMap->F_mn ) != XLAL_SUCCESS ) {
            XLALPrintError ("%s: XLALfprintfGSLmatrix() failed.\n", __func__ );
            XLAL_ERROR ( XLAL_EFUNC );
          }

          XLALFree ( fnameFstatMap );
	  fclose (fpFstatMap);

        } /* if outputFstatMap */

      /* ----- if requested, output posterior pdfs on transient params {t0, tau} into a file */
      if ( uvar.outputPosteriors )
        {
          FILE *fpPosteriors;
          char *fnamePosteriors;
          UINT4 len = strlen ( uvar.outputPosteriors ) + 20;
          if ( (fnamePosteriors = XLALCalloc ( 1, len )) == NULL ) {
            XLALPrintError ("%s: failed to XLALCalloc ( 1, %d )\n", __func__, len );
            XLAL_ERROR ( XLAL_EFUNC );
          }
          sprintf ( fnamePosteriors, "%s_%04d_of_%04d.dat", uvar.outputPosteriors, i + 1, uvar.numDraws );

          if ( ( fpPosteriors = fopen ( fnamePosteriors, "wb" )) == NULL ) {
            XLALPrintError ("%s: failed to open posteriors-output file '%s' for writing.\n", __func__, fnamePosteriors );
            XLAL_ERROR ( XLAL_EFUNC );
          }
	  fprintf ( fpPosteriors, "%s", cfg.logString );	/* output header info */

          /* write them to file, using pdf-method */
	  if ( XLALOutputPDF1D_to_fp ( fpPosteriors, pdf_t0, "pdf_t0" ) != XLAL_SUCCESS ) {
            XLALPrintError ("%s: failed to output t0-posterior to file '%s'.\n", __func__, fnamePosteriors );
            XLAL_ERROR ( XLAL_EFUNC );
          }
	  if ( XLALOutputPDF1D_to_fp ( fpPosteriors, pdf_tau, "pdf_tau" ) != XLAL_SUCCESS ) {
            XLALPrintError ("%s: failed to output tau-posterior to file '%s'.\n", __func__, fnamePosteriors );
            XLAL_ERROR ( XLAL_EFUNC );
          }

          /* free mem, close file */
          XLALFree ( fnamePosteriors );
	  fclose (fpPosteriors);

        } /* if outputPosteriors */


      /* ----- if requested, output transient-cand statistics */
      if ( fpTransientStats && write_transientCandidate_to_fp ( fpTransientStats, &cand ) != XLAL_SUCCESS ) {
        XLALPrintError ( "%s: write_transientCandidate_to_fp() failed.\n", __func__ );
        XLAL_ERROR ( XLAL_EFUNC );
      }

      /* ----- free Memory */
      XLALDestroyTransientFstatMap ( cand.FstatMap );
      XLALDestroyMultiFstatAtomVector ( multiAtoms );
      XLALDestroyPDF1D ( pdf_t0 );
      XLALDestroyPDF1D ( pdf_tau );

    } /* for i < numDraws */

  /* ----- close files ----- */
  if ( fpTransientStats) fclose ( fpTransientStats );
  if ( fpInjParams ) fclose ( fpInjParams );

  /* ----- free memory ---------- */
  XLALDestroyMultiDetectorStateSeries ( cfg.multiDetStates );
  XLALDestroyMultiAMCoeffs ( multiAMBuffer.multiAM );
  XLALDestroyExpLUT();
  /* ----- free amplitude prior pdfs ----- */
  XLALDestroyPDF1D ( cfg.AmpPrior.pdf_h0Nat );
  XLALDestroyPDF1D ( cfg.AmpPrior.pdf_cosi );
  XLALDestroyPDF1D ( cfg.AmpPrior.pdf_psi );
  XLALDestroyPDF1D ( cfg.AmpPrior.pdf_phi0 );

  if ( cfg.logString ) XLALFree ( cfg.logString );
  gsl_rng_free ( cfg.rng );

  XLALDestroyUserVars();

  /* did we forget anything ? (doesn't cover gsl-memory!) */
  LALCheckMemoryLeaks();

  return 0;

} /* main() */