02975nam 22004455 450 991025407700332120200701223039.03-319-31260-X10.1007/978-3-319-31260-6(CKB)3710000000732164(DE-He213)978-3-319-31260-6(MiAaPQ)EBC4558177(PPN)194378977(EXLCZ)99371000000073216420160615d2016 u| 0engurnn|008mamaatxtrdacontentcrdamediacrrdacarrierAdvances and Challenges in Parametric and Semi-parametric Analysis for Correlated Data[electronic resource] Proceedings of the 2015 International Symposium in Statistics /edited by Brajendra C. Sutradhar1st ed. 2016.Cham :Springer International Publishing :Imprint: Springer,2016.1 online resource (XIX, 256 p. 12 illus., 6 illus. in color.) Lecture Notes in Statistics - Proceedings,1869-7240 ;2183-319-31258-8 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.Lecture Notes in Statistics - Proceedings,1869-7240 ;218Statistics Statistical Theory and Methodshttps://scigraph.springernature.com/ontologies/product-market-codes/S11001Statistics and Computing/Statistics Programshttps://scigraph.springernature.com/ontologies/product-market-codes/S12008Statistics .Statistical Theory and Methods.Statistics and Computing/Statistics Programs.519.5Sutradhar Brajendra Cedthttp://id.loc.gov/vocabulary/relators/edtBOOK9910254077003321Advances and challenges in parametric and semi-parametric analysis for correlated data1523068UNINA