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|Title:||Model Testing for High-Dimensional Contingency Tables with Application in Genetics|
|Keywords:||ЭБ БГУ::ОБЩЕСТВЕННЫЕ НАУКИ::Информатика|
|Abstract:||In the paper it is supposed that random sequences is a finite-order Markov chain. The analysis of high order interactions in such sequences leads to large and sparse contingency tables. A special data presentation form and data transformation via multidimensional scaling enables us to apply generalized logit model and reduce the problem to the fitting nonparametric multinomial logistic regression with a few quantitative variables.|
|Appears in Collections:||Section 4. PROBABILITY AND STATISTICAL ANALYSIS OF DISCRETE DATA|
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