Commit 04003365ed597540398dcd849521032e0ec353e2

Authored by Jürgen Knödlseder
1 parent 259ecb2c

Improve tutorials

doc/source/users/tutorials/1dc/first_fitting.rst
@@ -196,9 +196,32 @@ a maximum likelihood model fit. @@ -196,9 +196,32 @@ a maximum likelihood model fit.
196 *Butterfly diagrams determined with ctbutterfly and spectral points determined with csspec for Src001 (red) and Src002 (blue)* 196 *Butterfly diagrams determined with ctbutterfly and spectral points determined with csspec for Src001 (red) and Src002 (blue)*
197 197
198 Obviously, ``Src001`` has a spectral cut-off (red flux points) and hence is not 198 Obviously, ``Src001`` has a spectral cut-off (red flux points) and hence is not
199 -adequately described by a power law model.  
200 -Replacing the spectral model of ``Src001`` by an exponentially cut-off  
201 -power law improves the fit to the data, as illustrated by the figure below. 199 +adequately described by a power law model. You should therefore replace the
  200 +power law in the
  201 +:ref:`model definition file <glossary_moddef>`
  202 +by an exponentially cutoff power law, as shown below:
  203 +
  204 +.. code-block:: xml
  205 +
  206 + <?xml version="1.0" encoding="UTF-8" standalone="no"?>
  207 + <source_library title="source library">
  208 + <source name="Src001" type="PointSource">
  209 + <spectrum type="ExponentialCutoffPowerLaw">
  210 + <parameter name="Prefactor" scale="1e-18" value="5.7" min="1e-07" max="1000.0" free="1"/>
  211 + <parameter name="Index" scale="-1" value="2.48" min="0.0" max="+5.0" free="1"/>
  212 + <parameter name="CutoffEnergy" scale="1e7" value="1.0" min="0.01" max="1000.0" free="1"/>
  213 + <parameter name="PivotEnergy" scale="1e6" value="0.3" min="0.01" max="1000.0" free="0"/>
  214 + </spectrum>
  215 + <spatialModel type="PointSource">
  216 + <parameter name="RA" value="266.4045" scale="1" free="1" />
  217 + <parameter name="DEC" value="-28.9945" scale="1" free="1" />
  218 + </spatialModel>
  219 + </source>
  220 + ...
  221 + </source_library>
  222 +
  223 +Fitting this model to the data improves the fit and the resulting butterfly
  224 +diagram now reasonably well follows the spectral points:
202 225
203 .. figure:: first_spectrum_cutoff_stacked.png 226 .. figure:: first_spectrum_cutoff_stacked.png
204 :width: 600px 227 :width: 600px