Physics – High Energy Physics – High Energy Physics - Phenomenology
Scientific paper
1995-09-15
Nucl.Instrum.Meth.A372:469-481,1996
Physics
High Energy Physics
High Energy Physics - Phenomenology
22 pages
Scientific paper
10.1016/0168-9002(95)01478-0
Distributions measured in high energy physics experiments are usually distorted and/or transformed by various detector effects. A regularization method for unfolding these distributions is re-formulated in terms of the Singular Value Decomposition (SVD) of the response matrix. A relatively simple, yet quite efficient unfolding procedure is explained in detail. The concise linear algorithm results in a straightforward implementation with full error propagation, including the complete covariance matrix and its inverse. Several improvements upon widely used procedures are proposed, and recommendations are given how to simplify the task by the proper choice of the matrix. Ways of determining the optimal value of the regularization parameter are suggested and discussed, and several examples illustrating the use of the method are presented.
Hoecker Andreas
Kartvelishvili Vakhtang
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