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|Title:||Repeated measures and longitudinal data analysis using higher-order entropies||Authors:||Al-Rawwash, M.
|Issue Date:||2013||Journal:||Statistica Neerlandica||Abstract:||This paper implements the generalized maximum entropy (GME) method in longitudinal data setup to investigate the regression para meters and correlation among the repeated measurements. We derive the GME system using Shannon classical entropy as well as some higher-order entropies assuming an autoregressive correlation structure. This method is illustrated using two simulated examples to study the effect of changing the support range and compare the performance of the GME approach with the classical estimation methods. © 2012 The Authors. Statistica Neerlandica © 2012 VVS.||URI:||http://hdl.handle.net/20.500.12216/95||DOI:||10.1111/j.1467-9574.2012.00534.x|
|Appears in Collections:||Articles|
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