Method of information analysis

Data processing: measuring – calibrating – or testing – Measurement system – Measured signal processing

Reexamination Certificate

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C702S179000, C702S181000

Reexamination Certificate

active

11416680

ABSTRACT:
The present invention is directed to a method for information analysis used to discriminate between biased and unbiased fits. A goodness-of-fit parameter becomes a quantity of interest for analysis of multiple measurements and does so by replacing a likelihood function with a probability of the likelihood function W(L|α). The probability of the likelihood function is derived from a new posterior probability P(α|L) and the goodness-of-fit parameter G, wherein a is a set of fitting parameters, L is the likelihood function and W(L|α) is equal to the product of P(α|L) and G. Furthermore, if substantial prior information is available on α, then the probability of the fitting parameters P(α) can is used to aid in the determination of W(L|α).

REFERENCES:
patent: 3348031 (1967-10-01), Bates et al.
patent: 5732551 (1998-03-01), Naber et al.
patent: 6975964 (2005-12-01), Reichler et al.
patent: 7003430 (2006-02-01), Wang et al.
patent: 7016786 (2006-03-01), Ranganathan et al.
patent: 2005/0087558 (2005-04-01), Reichler et al.
patent: 2006/0253267 (2006-11-01), Bonvicini
IBM Technical Disclosure Bulletin: “Algorithm for Measuring the Probability of Infrequent Events”, Feb. 1, 1991, vol. 33, No. 9, pp. 184-190.
Maximal information analysis: I-various Wayne state plots and the most common likelihood principle; G. Bonvicini, Physics Department, Wayne State University; Jun. 14, 2005.

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