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101 0 $aeng
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181   $ctxt$2rdacontent
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200 10$aAdvances and Challenges in Parametric and Semi-parametric Analysis for Correlated Data $eProceedings of the 2015 International Symposium in Statistics /$fedited by Brajendra C. Sutradhar
205   $a1st ed. 2016.
210  1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2016.
215   $a1 online resource (XIX, 256 p. 12 illus., 6 illus. in color.) 
225 1 $aLecture Notes in Statistics - Proceedings ;$v218
311 08$a3-319-31258-8 
330   $aThis proceedings volume contains eight selected papers that were presented in the International Symposium in Statistics (ISS) 2015 On Advances in Parametric and Semi-parametric Analysis of Multivariate, Time Series, Spatial-temporal, and Familial-longitudinal Data, held in St. John?s, Canada from July 6 to 8, 2015. The main objective of the ISS-2015 was the discussion on advances and challenges in parametric and semi-parametric analysis for correlated data in both continuous and discrete setups. Thus, as a reflection of the theme of the symposium, the eight papers of this proceedings volume are presented in four parts. Part I is comprised of papers examining Elliptical t Distribution Theory. In Part II, the papers cover spatial and temporal data analysis. Part III is focused on longitudinal multinomial models in parametric and semi-parametric setups. Finally Part IV concludes with a paper on the inferences for longitudinal data subject to a challenge of important covariates selection from a set of large number of covariates available for the individuals in the study.
410  0$aLecture Notes in Statistics - Proceedings ;$v218
606   $aStatistics
606   $aMathematical statistics$xData processing
606   $aStatistical Theory and Methods
606   $aStatistics and Computing
615  0$aStatistics.
615  0$aMathematical statistics$xData processing.
615 14$aStatistical Theory and Methods.
615 24$aStatistics and Computing.
676   $a519.5
702   $aSutradhar$b Brajendra C$4edt$4http://id.loc.gov/vocabulary/relators/edt
906   $aBOOK
912   $a9910254077003321
996   $aAdvances and challenges in parametric and semi-parametric analysis for correlated data$91523068
997   $aUNINA