Derivative estimation for longitudinal data analysis

Simpkin, J Andrew; Durbán Reguera, María Luz; Lawlor, Debbie A.; Macdonald-Wallis, Corrie; May, Margaret T.; Metcalfe, Chris; Tilling, Kate

Derivative estimation for longitudinal data analysis

Author(s): Simpkin, J Andrew; Durbán Reguera, María Luz; Lawlor, Debbie A.; Macdonald-Wallis, Corrie; May, Margaret T.; Metcalfe, Chris; Tilling, Kate

Publisher: John Wiley & Sons

Issued date: 2018-08-30

Citation: Simpkin, AJ, Durban, M, Lawlor, DA, et al. Derivative estimation for longitudinal data analysis: Examining features of blood pressure measured repeatedly during pregnancy. Statistics in Medicine. 2018; 37: 2836– 2854

ISSN: 0277-6715

DOI: https://doi.org/10.1002/sim.7694

xmlui.dri2xhtml.METS-1.0.item-contributor-funder: Ministerio de Economía y Competitividad (España)

Sponsor: UK Medical Research Council, Grant/Award Numbers: MR/M020894/1, MC_UU_12013/7 MC_UU_12013/5; Wellcome Trust, Grant/Award Numbers:WT087997MA and 102215/2/13/2; Spanish Ministry of Economy and Competitiveness, Grant/Award number: MTM2014‐52184; National Institute forHealth Research (NIHR), Grant/AwardNumber: NF‐SI‐0611‐10196; University ofBristol; British Heart Foundation, Grant/Award Number: SP/07/008/24066; USNIH, Grant/Award Number: R01 DK077659

Project: Gobierno de España. MTM2014-52184-P

Keywords: ALSPAC , Derivative estimation , Functional data analysis , Longitudinal data analysis , Penalized splines

URI: http://hdl.handle.net/10016/31842

Rights: © 2018 The Authors
Atribución 3.0 España

Abstract:

In a previous paper we derived equivalence relations for pseudo-Wronskian determinants of Hermite polynomials. In this paper we obtain the analogous result for Laguerre and Jacobi polynomials. The equivalence formulas are richer in this case since rational Dar [+]

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