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Description
  • We will focus on a problem of estimating an unknown regression function based on spline approach, while taking into account also some sudden jumps - change-points. We will discuss some basic methods and their properties for a simple spline approach and afterwards we will extend them and we will implement an algorithm which would allow for change- points occurrences at some certain, pre-defined points - so called knots. The proposed methods are applied to B19 parvovirus data in Belgium population and we have also used a simulation study for additional conclusions.
  • We will focus on a problem of estimating an unknown regression function based on spline approach, while taking into account also some sudden jumps - change-points. We will discuss some basic methods and their properties for a simple spline approach and afterwards we will extend them and we will implement an algorithm which would allow for change- points occurrences at some certain, pre-defined points - so called knots. The proposed methods are applied to B19 parvovirus data in Belgium population and we have also used a simulation study for additional conclusions. (en)
Title
  • Spline models with Change-points
  • Spline models with Change-points (en)
skos:prefLabel
  • Spline models with Change-points
  • Spline models with Change-points (en)
skos:notation
  • RIV/00216208:11320/09:00207177!RIV10-GA0-11320___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(GA201/09/0755)
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
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http://linked.open...iv/duvernostUdaju
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  • 342979
http://linked.open...ai/riv/idVysledku
  • RIV/00216208:11320/09:00207177
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • Spline; models; Change-points (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [DBB2FC383407]
http://linked.open...v/mistoKonaniAkce
  • Praha
http://linked.open...i/riv/mistoVydani
  • Praha
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  • ROBUST 2008
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
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http://linked.open...vavai/riv/projekt
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Maciak, Matúš
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
number of pages
http://purl.org/ne...btex#hasPublisher
  • Jednota českých matematiků a fyziků, JČMF
https://schema.org/isbn
  • 978-80-7015-004-7
http://localhost/t...ganizacniJednotka
  • 11320
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