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Advances and Challenges in Parametric and Semi-parametric Analysis for Correlated Data - Proceedings of the 2015 International Symposium in Statistics (Paperback, 1st ed. 2016)
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Advances and Challenges in Parametric and Semi-parametric Analysis for Correlated Data - Proceedings of the 2015 International Symposium in Statistics (Paperback, 1st ed. 2016)
Series: Lecture Notes in Statistics - Proceedings, 218
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This proceedings volume contains eight selected papers that were
presented in the International Symposium in Statistics (ISS) 2015
On Advances in Parametric and Semi-parametric Analysis of
Multivariate, Time Series, Spatial-temporal, and
Familial-longitudinal Data, held in St. John's, Canada from July 6
to 8, 2015. The main objective of the ISS-2015 was the discussion
on advances and challenges in parametric and semi-parametric
analysis for correlated data in both continuous and discrete
setups. Thus, as a reflection of the theme of the symposium, the
eight papers of this proceedings volume are presented in four
parts. Part I is comprised of papers examining Elliptical t
Distribution Theory. In Part II, the papers cover spatial and
temporal data analysis. Part III is focused on longitudinal
multinomial models in parametric and semi-parametric setups.
Finally Part IV concludes with a paper on the inferences for
longitudinal data subject to a challenge of important covariates
selection from a set of large number of covariates available for
the individuals in the study.
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