Automated generator of optimal models for the statistical...

Details Automated generator of optimal models for the statistical... Automated generator of optimal models for the statistical...

2006-07-18

2006-07-18

Phan, Thai (Department: 2128)

Data processing: structural design, modeling, simulation, and em

Modeling by mathematical expression

C703S013000, C702S019000, C702S179000

Reexamination Certificate

active

07079993

ABSTRACT:
Provided is an automated process for producing accurate statistical models from sample data tables. The process solves for optimal parameters of each statistical model considered, computes test statistics and degrees of freedom in the model, and uses these test statistics and degrees of freedom to establish a complete ordering of the statistical models. In cases where the sample data table is sufficiently small, the process constructs and analyzes all reasonable statistical models that might fit the data table provided. In cases where the number of possible models is prohibitively high, the process begins by constructing and solving more general models and then constructs and solves those more detailed models that are similar to those general models that achieved the highest ordering. In either of these two cases, the process arrives at a statistical model that is highest in the ordering and is thus deemed most suitable to model the sample data table.

REFERENCES:
patent: 2002/0111742 (2002-08-01), Rocke et al.
patent: 2003/0176931 (2003-09-01), Pednault et al.
patent: 2004/0083452 (2004-04-01), Minor et al.
patent: 2004/0172267 (2004-09-01), Patel et al.
patent: 2004/0193451 (2004-09-01), McNair

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