Physics – Data Analysis – Statistics and Probability
Scientific paper
1998-05-13
Computers in Physics, 12:4 (1998) 380.
Physics
Data Analysis, Statistics and Probability
14 pages including 7 figures. The source code implementing the methods described in the paper are available from: ftp://ftp.
Scientific paper
10.1063/1.168691
A method to approximate continuous multi-dimensional probability density functions (PDFs) using their projections and correlations is described. The method is particularly useful for event classification when estimates of systematic uncertainties are required and for the application of an unbinned maximum likelihood analysis when an analytic model is not available. A simple goodness of fit test of the approximation can be used, and simulated event samples that follow the approximate PDFs can be efficiently generated. The source code for a FORTRAN-77 implementation of this method is available.
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