About: Systematic error is of minor importance to feedback structure estimates derived from time series of nonlinear population indices     Goto   Sponge   NotDistinct   Permalink

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  • Most modern population dynamics analyses of time series use simple population indices for ecological inference. These are generally believed not to distort systematically feedback estimates because the assumption of linearity to population size roughly holds. To assess the relative importance of this assumption, we examined the effect of nonlinearity in a burrow index for voles on feedback estimates obtained through autoregressive modeling. We show that transforming data to logs has a strong linearization effect, removing most of the nonlinearity observed on the original scale. We conclude that the statistical tools for ecological inference, such as autoregressive log-linear models, are sufficiently robust to the systematic error imposed by index nonlinearity and that indices are valuable sources of ecological information even in situations when the assumed linear functional forms to population size were not exactly validated.
  • Most modern population dynamics analyses of time series use simple population indices for ecological inference. These are generally believed not to distort systematically feedback estimates because the assumption of linearity to population size roughly holds. To assess the relative importance of this assumption, we examined the effect of nonlinearity in a burrow index for voles on feedback estimates obtained through autoregressive modeling. We show that transforming data to logs has a strong linearization effect, removing most of the nonlinearity observed on the original scale. We conclude that the statistical tools for ecological inference, such as autoregressive log-linear models, are sufficiently robust to the systematic error imposed by index nonlinearity and that indices are valuable sources of ecological information even in situations when the assumed linear functional forms to population size were not exactly validated. (en)
Title
  • Systematic error is of minor importance to feedback structure estimates derived from time series of nonlinear population indices
  • Systematic error is of minor importance to feedback structure estimates derived from time series of nonlinear population indices (en)
skos:prefLabel
  • Systematic error is of minor importance to feedback structure estimates derived from time series of nonlinear population indices
  • Systematic error is of minor importance to feedback structure estimates derived from time series of nonlinear population indices (en)
skos:notation
  • RIV/68081766:_____/11:00360716!RIV12-AV0-68081766
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(GA206/04/2003), P(QH72075), Z(AV0Z60930519), Z(MSM6198959212)
http://linked.open...iv/cisloPeriodika
  • 3
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
http://linked.open.../riv/druhVysledku
http://linked.open...iv/duvernostUdaju
http://linked.open...titaPredkladatele
http://linked.open...dnocenehoVysledku
  • 234074
http://linked.open...ai/riv/idVysledku
  • RIV/68081766:_____/11:00360716
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • Autoregressive log-linear modeling; Burrow index; Log-transformation; Microtus; Population dynamics; Power function (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...odStatuVydavatele
  • JP - Japonsko
http://linked.open...ontrolniKodProRIV
  • [B90CAC82F295]
http://linked.open...i/riv/nazevZdroje
  • Population Ecology
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...vavai/riv/projekt
http://linked.open...UplatneniVysledku
http://linked.open...v/svazekPeriodika
  • 53
http://linked.open...iv/tvurceVysledku
  • Tkadlec, Emil
  • Heroldová, Marta
  • Lisická-Lachnitová, L.
  • Losík, J.
http://linked.open...ain/vavai/riv/wos
  • 000291393200008
http://linked.open...n/vavai/riv/zamer
issn
  • 1438-3896
number of pages
http://bibframe.org/vocab/doi
  • 10.1007/s10144-010-0246-1
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