On Exchangeability in Network Models

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Exchangeability and regression models

Sir David Cox’s statistical career and his lifelong interest in the theory and application of stochastic processes began with problems in the wool industry. The problem of drafting a strand of wool yarn to near uniform width is not an auspicious starting point, but an impressive array of temporal and spectral methods from stationary time series were brought to bear on the problem in Cox (1949)....

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Testing Exchangeability On-Line

The majority of theoretical work in machine learning is done under the assumption of exchangeability: essentially, it is assumed that the examples are generated from the same probability distribution independently. This paper is concerned with the problem of testing the exchangeability assumption in the on-line mode: examples are observed one by one and the goal is to monitor on-line the streng...

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ژورنال

عنوان ژورنال: Journal of Algebraic Statistics

سال: 2019

ISSN: 1309-3452

DOI: 10.18409/jas.v10i1.73