{{:sir-mig:sir-mig.png?400 |}}
======  SIR - Multiple Initial Guesses (MIG) ======
 

====== Monte-Carlo Simulation ======
  * The simulation is constructed the following way:

{{ :sir-mig:mc.png?400 |}}

  * This can be done for as many numbers as needed. The code will do the following
     - Create Models as described in the section //Constructing Models//.
     - Synthesise the models to produce Stokes Profiles.
     - Add Noise to the profiles.
     - Invert the noisy profiles to get an Inversion Model.

====== Constructing Models ======
  * [[:sir-mig:temperature|Temperature]]
  * [[:sir-mig:randomisation|Randomisation of Parameters]]

====== Adding Noise ======
  * Noise is added by assuming a normal distribution with a given width $\sigma$ for each Stokes Parameter.

====== Inversion ======