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physics.data-an2005★ 1 cited
A General Theory of Goodness of Fit in Likelihood Fits
Rajendran Raja
Maximum likelihood fits to data can be performed using binned data and unbinned data. The likelihood fits in either case produce only the fitted quantities but not the goodness of…
physics.data-an2002
A Measure of the Goodness of Fit in Unbinned Likelihood Fits
Rajendran Raja
Maximum likelihood fits to data can be done using binned data (histograms) and unbinned data. With binned data, one gets not only the fitted parameters but also a measure of the go…
physics.data-an2002★ 1 cited
Confidence Limits and their Robustness
Rajendran Raja
Confidence limits are common place in physics analysis. Great care must be taken in their calculation and use, especially in cases of limited statistics when often one-sided limits…