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this dataset has been designed to test the properties of different asymmetric line shapes the data are carbon s that have been measured from hopg an HL PG has been selected on the basis that there ought to be a single peak that corresponds to the carbon 1s but theres also a degree of asymmetry in this peak we have some loss Peaks and theres also the potential for changes in background shape beneath the peak so this represents quite a challenging peak model even though it it ought to be a single peak because theres a certain interplay between the asymmetric nature of this peak and any background algorithm we use to remove elastically scattered signal the first job when constructing a peak model is to define an energy interval over which a background can be defined so in this case I am indicating an energy interval Im going to use an average width before this allows the data and the background to tie at a particular point and the points that are tied to the date had depend on the ba