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Title: Advances and Challenges in Parametric and Semi-parametric Analysis for Correlated Data ([EBook]) : Proceedings of the 2015 International Symposium in Statistics // edited by Brajendra C. Sutradhar. Dewey Class: 519.5 Added Personal Name: Sutradhar, Brajendra C. editor. Publication: Cham : : Springer International Publishing : : Imprint: Springer,, 2016. Other name(s): SpringerLink (Online service) Physical Details: XIX, 256 p. 12 illus., 6 illus. in color. : online resource. Series: Lecture Notes in Statistics,0930-0325 ;; 218 ISBN: 9783319312606 System details note: Online access to this digital book is restricted to subscription institutions through IP address (only for SISSA internal users) Summary Note: 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.: ------------------------------ *** There are no holdings for this record *** -----------------------------------------------
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