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Showing 1 to 3 of 3 for “"Change-point problems."”.
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Some Aspects on Data Modelling
… and text mining. In this dissertation, two problems regarding these two types of data: association rule mining from transaction data and structural change estimation in time-ordered sequence, are studied. Informative association rule mining is fundamental for knowledge discovery from …
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Inference and Estimation in Change Point Models for Censored Data
<p>In general, the change point problem considers inference of a change in distribution for a set of time-ordered observations. This has applications in a large variety of fields and can also apply to survival data. With improvements to medical diagnoses and treatments, incidences and mortality …
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Bayesian and maximum likelihood methods for some two-segment generalized linear models.
The change-point (CP) problem, wherein parameters of a model change abruptly at an unknown covariate value, is common in many fields, such as process control, epidemiology, and ecology. CP problems using two-segment regression models, such as those based on generalized linear models, are very …