diff --git "a/data/set_true_tot_nonres_44000_range\050211-4781\051.pkl" "b/data/set_true_tot_nonres_44000_range\050211-4781\051.pkl"
index c34cf68..ff274e4 100644
--- "a/data/set_true_tot_nonres_44000_range\050211-4781\051.pkl"
+++ "b/data/set_true_tot_nonres_44000_range\050211-4781\051.pkl"
@@ -5,69 +5,44004 @@
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 as.
\ No newline at end of file
diff --git a/plots/points/ff.png b/plots/points/ff.png
index b76905c..d34efcf 100644
--- a/plots/points/ff.png
+++ b/plots/points/ff.png
Binary files differ
diff --git a/plots/points/histo.png b/plots/points/histo.png
index 25dbcd9..c80d8cd 100644
--- a/plots/points/histo.png
+++ b/plots/points/histo.png
Binary files differ
diff --git a/plots/points/histo_raw.png b/plots/points/histo_raw.png
index f180a93..6db2ecc 100644
--- a/plots/points/histo_raw.png
+++ b/plots/points/histo_raw.png
Binary files differ
diff --git a/plots/points/pdf_and_parts.png b/plots/points/pdf_and_parts.png
index 5720243..a1b815e 100644
--- a/plots/points/pdf_and_parts.png
+++ b/plots/points/pdf_and_parts.png
Binary files differ
diff --git a/plots/points/vec_axiv.png b/plots/points/vec_axiv.png
index 9c7948f..1c6bb93 100644
--- a/plots/points/vec_axiv.png
+++ b/plots/points/vec_axiv.png
Binary files differ
diff --git a/raremodel.py b/raremodel.py
index bd17645..bcf7783 100644
--- a/raremodel.py
+++ b/raremodel.py
@@ -51,7 +51,7 @@
 
         self.x_min = 2*self.mmu
         self.x_max = (self.mB - self.mK) - 0.1
-        self.total_pdf_string = "self.total_nonres(q2)"
+        self.total_pdf_string = "0"
         self.mode = ""
         self.param_str.append("total_scale_amp")
         self.param_val.append(1.0)
@@ -1069,6 +1069,11 @@
 
         print
 
+    def add_nonres(self):
+
+        self.total_pdf_string += " + self.total_nonres(q2)"
+
+
     def log_likelihood(self, x_part, cusp_amp): #Replaced soon with TMinuit
 
         _sum = 0.0
diff --git a/raremodel.pyc b/raremodel.pyc
index e4d35f2..9afe631 100644
--- a/raremodel.pyc
+++ b/raremodel.pyc
Binary files differ
diff --git a/run-linux.job.e3583786 b/run-linux.job.e3583786
deleted file mode 100644
index 3fa179e..0000000
--- a/run-linux.job.e3583786
+++ /dev/null
@@ -1,13 +0,0 @@
-input_line_1:1:10: fatal error: file '/usr/include/c++/7/new' modified since it was first processed
-#include <new>
-         ^
-input_line_3:38:10: fatal error: file '/usr/include/c++/7/string' modified since it was first processed
-#include <string>
-         ^
-Traceback (most recent call last):
-  File "test.py", line 46, in <module>
-    with open(r"./data/set_{0}_range({1}-{2}).pkl".format(int(set_size), int(x_min), int(x_max)), "rb") as input_file:
-IOError: [Errno 2] No such file or directory: './data/set_1000_range(211-4781).pkl'
-cp: cannot stat '/disk/data12/lhcb/saslie/scratch/3583786/data/*.pkl': No such file or directory
-/var/spool/slurm/slurmd/job3583786/slurm_script: line 45: unexpected EOF while looking for matching `"'
-/var/spool/slurm/slurmd/job3583786/slurm_script: line 46: syntax error: unexpected end of file
diff --git a/run-linux.job.e3583787 b/run-linux.job.e3583787
deleted file mode 100644
index a2b3772..0000000
--- a/run-linux.job.e3583787
+++ /dev/null
@@ -1,13 +0,0 @@
-input_line_1:1:10: fatal error: file '/usr/include/c++/7/new' modified since it was first processed
-#include <new>
-         ^
-input_line_3:38:10: fatal error: file '/usr/include/c++/7/string' modified since it was first processed
-#include <string>
-         ^
-Traceback (most recent call last):
-  File "test.py", line 46, in <module>
-    with open(r"./data/set_{0}_range({1}-{2}).pkl".format(int(set_size), int(x_min), int(x_max)), "rb") as input_file:
-IOError: [Errno 2] No such file or directory: './data/set_1000_range(211-4781).pkl'
-cp: cannot stat '/disk/data12/lhcb/saslie/scratch/3583787/data/*.pkl': No such file or directory
-/var/spool/slurm/slurmd/job3583787/slurm_script: line 45: unexpected EOF while looking for matching `"'
-/var/spool/slurm/slurmd/job3583787/slurm_script: line 46: syntax error: unexpected end of file
diff --git a/run-linux.job.e3583788 b/run-linux.job.e3583788
deleted file mode 100644
index adbb6dd..0000000
--- a/run-linux.job.e3583788
+++ /dev/null
@@ -1,2 +0,0 @@
-/var/spool/slurm/slurmd/job3583788/slurm_script: line 31: syntax error near unexpected token `('
-/var/spool/slurm/slurmd/job3583788/slurm_script: line 31: `cp data/set_1000_range(211-4781).pkl /disk/data12/lhcb/saslie/scratch/$SLURM_JOB_ID/data'
diff --git a/run-linux.job.e3583789 b/run-linux.job.e3583789
deleted file mode 100644
index a45de10..0000000
--- a/run-linux.job.e3583789
+++ /dev/null
@@ -1,7 +0,0 @@
-input_line_1:1:10: fatal error: file '/usr/include/c++/7/new' modified since it was first processed
-#include <new>
-         ^
-input_line_3:38:10: fatal error: file '/usr/include/c++/7/string' modified since it was first processed
-#include <string>
-         ^
-slurmstepd: error: *** JOB 3583789 ON farm-wn11 CANCELLED AT 2019-03-31T15:08:38 ***
diff --git a/run-linux.job.e3583790 b/run-linux.job.e3583790
deleted file mode 100644
index 8b75383..0000000
--- a/run-linux.job.e3583790
+++ /dev/null
@@ -1,7 +0,0 @@
-input_line_1:1:10: fatal error: file '/usr/include/c++/7/new' modified since it was first processed
-#include <new>
-         ^
-input_line_3:38:10: fatal error: file '/usr/include/c++/7/string' modified since it was first processed
-#include <string>
-         ^
-slurmstepd: error: *** JOB 3583790 ON farm-wn11 CANCELLED AT 2019-03-31T15:08:24 ***
diff --git a/run-linux.job.o3583786 b/run-linux.job.o3583786
deleted file mode 100644
index b91f203..0000000
--- a/run-linux.job.o3583786
+++ /dev/null
@@ -1,2 +0,0 @@
-Starting simulation
-Simulation finished
diff --git a/run-linux.job.o3583787 b/run-linux.job.o3583787
deleted file mode 100644
index b91f203..0000000
--- a/run-linux.job.o3583787
+++ /dev/null
@@ -1,2 +0,0 @@
-Starting simulation
-Simulation finished
diff --git a/run-linux.job.o3583788 b/run-linux.job.o3583788
deleted file mode 100644
index e69de29..0000000
--- a/run-linux.job.o3583788
+++ /dev/null
diff --git a/run-linux.job.o3583789 b/run-linux.job.o3583789
deleted file mode 100644
index 1c5f568..0000000
--- a/run-linux.job.o3583789
+++ /dev/null
@@ -1 +0,0 @@
-Starting simulation
diff --git a/run-linux.job.o3583790 b/run-linux.job.o3583790
deleted file mode 100644
index 1c5f568..0000000
--- a/run-linux.job.o3583790
+++ /dev/null
@@ -1 +0,0 @@
-Starting simulation
diff --git a/test.py b/test.py
index de275e7..25d9fde 100644
--- a/test.py
+++ b/test.py
@@ -17,7 +17,7 @@
 
 modl = rm.model()
 
-load_set = True
+load_set = False
 draw = True
 step_scan = False
 
@@ -29,19 +29,21 @@
 nonres_set_size = 44000
 modl.reco_steps = 100000
 
-x_min = 3150.0
-x_max= 3650.0
+# x_min = 3150.0
+# x_max= 3650.0
 
-# x_min = modl.x_min
-# x_max = modl.x_max
+x_min = modl.x_min
+x_max = modl.x_max
 
-jpsi_mass, jpsi_width, jpsi_phase, jpsi_scale = pdg["jpsi"]
-modl.add_resonance(jpsi_mass, jpsi_width, jpsi_phase, jpsi_scale, "jpsi")
+modl.add_nonres()
 
-psi2s_mass, psi2s_width, psi2s_phase, psi2s_scale = pdg["psi2s"]
-modl.add_resonance(psi2s_mass, psi2s_width, psi2s_phase, psi2s_scale, "psi2s")
+# jpsi_mass, jpsi_width, jpsi_phase, jpsi_scale = pdg["jpsi"]
+# modl.add_resonance(jpsi_mass, jpsi_width, jpsi_phase, jpsi_scale, "jpsi")
+#
+# psi2s_mass, psi2s_width, psi2s_phase, psi2s_scale = pdg["psi2s"]
+# modl.add_resonance(psi2s_mass, psi2s_width, psi2s_phase, psi2s_scale, "psi2s")
 
-modl.add_cusp(3550, 6e-7, 200, 7)
+# modl.add_cusp(3550, 6e-7, 200, 7)
 
 modl.normalize_pdf(step_scan=step_scan)
 
diff --git a/testfit.py b/testfit.py
new file mode 100644
index 0000000..ac8b294
--- /dev/null
+++ b/testfit.py
@@ -0,0 +1,78 @@
+#   Example of a fitting program
+#   ============================
+#
+#   The fitting function fcn is a simple chisquare function
+#   The data consists of 5 data points (arrays x,y,z) + the errors in errorsz
+#   More details on the various functions or parameters for these functions
+#   can be obtained in an interactive ROOT session with:
+#    Root > TMinuit *minuit = new TMinuit(10);
+#    Root > minuit->mnhelp("*",0)  to see the list of possible keywords
+#    Root > minuit->mnhelp("SET",0) explains most parameters
+
+
+from ROOT import *
+from array import array;
+
+Error = 0;
+z = array( 'f', ( 1., 0.96, 0.89, 0.85, 0.78 ) )
+errorz = array( 'f', 5*[0.01] )
+
+x = array( 'f', ( 1.5751, 1.5825,  1.6069,  1.6339,   1.6706  ) )
+y = array( 'f', ( 1.0642, 0.97685, 1.13168, 1.128654, 1.44016 ) )
+
+ncount = 0
+
+##______________________________________________________________________________
+def testfit():
+
+   gMinuit = TMinuit(5)
+   gMinuit.SetFCN( fcn )
+
+   arglist = array( 'd', 10*[0.] )
+   ierflg = 1982
+
+   arglist[0] = 1
+   gMinuit.mnexcm( "SET ERR", arglist, 1, ierflg )
+
+ # Set starting values and step sizes for parameters
+   vstart = array( 'd', ( 3,  1,  0.1,  0.01  ) )
+   step   = array( 'd', ( 0.1, 0.1, 0.01, 0.001 ) )
+   gMinuit.mnparm( 0, "a1", vstart[0], step[0], 0, 0, ierflg )
+   gMinuit.mnparm( 1, "a2", vstart[1], step[1], 0, 0, ierflg )
+   gMinuit.mnparm( 2, "a3", vstart[2], step[2], 0, 0, ierflg )
+   gMinuit.mnparm( 3, "a4", vstart[3], step[3], 0, 0, ierflg )
+
+ # Now ready for minimization step
+   arglist[0] = 500
+   arglist[1] = 1.
+   gMinuit.mnexcm( "MIGRAD", arglist, 2, ierflg )
+
+ # Print results
+   amin, edm, errdef = 0.18, 0.19, 0.20
+   nvpar, nparx, icstat = 1983, 1984, 1985
+   gMinuit.mnstat( amin, edm, errdef, nvpar, nparx, icstat )
+   gMinuit.mnprin( 3, amin )
+
+
+##______________________________________________________________________________
+def fcn( npar, gin, f, par, iflag ):
+   global ncount
+   nbins = 5
+
+ # calculate chisquare
+   chisq, delta = 0., 0.
+   for i in range(nbins):
+      delta  = (z[i]-func(x[i],y[i],par))/errorz[i]
+      chisq += delta*delta
+
+   f[0] = chisq
+   ncount += 1
+
+def func( x, y, par ):
+   value = ( (par[0]*par[0])/(x*x)-1)/ ( par[1]+par[2]*y-par[3]*y*y)
+   return value
+
+
+##______________________________________________________________________________
+if __name__ == '__main__':
+   testfit()